What the Crisis in UK Higher Education Actually Means for Indian Students
In my opinion, George Chilton’s essay in The PIE News, “Out-Galloping the Four Horsemen of Higher Education,” is one of those rare pieces of sector writing that earns its metaphor. The four horsemen – AI-driven integrity collapse, geopolitical and migration instability, the obsolescence of the traditional degree model, and the generational turn away from prestige toward purpose – are not assembled for effect. Each identifies a genuine structural fracture. What makes the essay worth sitting with is not its alarm but its lucidity: the sense that someone has finally named what has been visible but unspoken across the sector for years.
That unspoken quality is itself significant. Higher education institutions are not, as a rule, candid about their own vulnerabilities. They speak in the language of transformation and opportunity even when the underlying reality is contraction and anxiety. Chilton cuts through that. What the essay opens, though, is a question it doesn’t quite have room to enter: what this crisis looks like from the receiving end. Not from within UK institutions, but from the vantage point of a family in Pune or Hyderabad or South Delhi, trying to make a decision that will cost them somewhere between thirty and eighty lakh rupees, reshape the next five years of their child’s life, and carry the full weight of intergenerational aspiration. That is a different angle of view. And from that angle, the crisis looks both clearer and more complicated.
The Integrity Gap, and Its Older History
Chilton’s first horseman is what he calls the integrity gap – the crisis of epistemic trust created by generative AI. If degrees no longer reliably signal intellectual formation, the credential loses its social function. Universities, on this reading, face not merely a technological disruption but a legitimacy crisis.
What the argument doesn’t quite reckon with is that the crisis of the credential predates AI by at least a decade. AI did not invent superficial learning. It industrialised it. For years, much of mass higher education drifted quietly toward performative assessment, modular box-ticking, and the industrialised production of credentials without the formation that credentials were supposed to represent. The degree had already become, in many institutions, a simulacrum of learning – a process that resembled education in its external forms while hollowing out its intellectual substance. AI arrived into this environment not as the cause of the problem but as its most efficient accelerant.
The University of Nottingham’s recent trajectory makes this visible at institutional scale. Over three decades, a combination of government funding cuts, the pressure to recruit international students as a revenue substitute, and the replacement of tenured academics with contract staff produced what Hunter and Williams, writing in Eurasia Review, describe as factory-like teaching – a system in which students became a commodity rather than a learning cohort. AI did not create that condition. It arrived into it.
For Indian students and their families, this matters in a specific way. The Indian middle class invested heavily – financially and emotionally – in the belief that a UK degree represented genuine intellectual formation, not merely a certificate. That belief was largely justified for the best institutions. For many others, it was a reasonable approximation. The question now is whether it remains a reasonable approximation at all, or whether the integrity gap extends across a broader swathe of the sector than institutions are willing to acknowledge publicly.
Geopolitics and the End of Captive Markets
The second horseman – geopolitical and migration instability – is where Chilton’s essay is most directly useful for thinking about India. His argument is that the anglophone monopoly on global higher education has weakened irreversibly. He is right.
What many UK institutions still struggle to internalise is that their dominance in the global education market was never simply about academic excellence. It was sustained by an interlocking set of structural advantages: immigration pathways that made UK study a plausible route to global mobility; currency differentials that made British qualifications feel like internationally portable assets; labour market prestige inherited from decades of postcolonial soft power; and, underlying all of this, geopolitical stability that made the UK feel like a reliable destination rather than an unstable one.
Several of those pillars are eroding simultaneously.
UK immigration policy has become one of the most volatile and politically charged variables in the sector. Student visa conditions, graduate route access, dependent visa restrictions – these have changed repeatedly in recent years, and there is no settled expectation of stability. For an Indian family investing substantially in a UK degree partly for its mobility value, policy volatility is not a minor inconvenience. It is a fundamental change in the risk profile of the investment.
Meanwhile, alternative destinations are becoming more sophisticated competitors. The Gulf, Singapore, parts of Europe, and increasingly India’s own developing higher education ecosystem are not simply cheaper alternatives. They are increasingly credible ones. Nottingham discovered this in Malaysia, where the federal government opened at least eight new universities in the early 2000s, quietly absorbing the local demand that the overseas campus had been built to capture. The same dynamic is now visible at a larger scale across Asia. Chinese, Australian, and continental European institutions are actively courting Indian students with improved infrastructure, relevant curricula, and clearer post-study pathways. The assumption that Indian students are permanently drawn to the UK by the gravitational pull of historical prestige is becoming demonstrably false.
The market has not collapsed. But it has fragmented. And fragmentation is, in some ways, more dangerous for institutions than collapse, because it is invisible until it is severe.
TNE, IBCs, and the Geography of Learning
There is a third dimension the essay opens without fully entering: the transformation underway in transnational education, and the rise of International Branch Campuses in India itself.
Chilton identifies, with characteristic directness, that simply transporting the old operating system overseas is a missed opportunity. It is also, increasingly, a commercial error. A remarkable amount of UK transnational education has functioned as educational franchising dressed in the language of internationalisation – curricula designed for a British labour market and social context, delivered into radically different societies, inevitably hitting diminishing returns. That was always going to be true. It is now becoming visible.
The IBC model in India is more complex than either its advocates or its critics allow. The optimistic case is real: a global curriculum, meaningful faculty exposure, significantly lower cost, local employability relevance, and the possibility of international mobility pathways, all within India. The pessimistic case is equally real: imported branding without equivalent ecosystem depth, faculty of uneven quality and commitment, a weak research culture, and employer communities that have not yet calibrated how to value these qualifications.
The reality, as ever, lies in the specific institution rather than the model. Not all IBCs will mature equally. Some will become serious intellectual ecosystems, genuinely rooted in Indian contexts while carrying international reach. Others will remain what they are at inception – flags planted for commercial rather than academic reasons, hedging strategies against declining home enrolments dressed in the language of mission.
For Indian students evaluating IBCs, the relevant questions are therefore not generic but granular. Is the faculty genuinely empowered or merely operational? Is the curriculum locally contextualised or simply transplanted? Is the institution making a long-term commitment to India, or treating the country as a transitional revenue stream? Is employer recognition actually building in the sectors that matter to this student? These are uncomfortable questions to pose to an admissions office. They are nonetheless the right ones.
The Nottingham Case: When the Abstraction Becomes a Balance Sheet
Nottingham is not a marginal institution. It is a Russell Group university with a long research tradition, international campuses in Malaysia and China, and a brand that has carried real weight in global education markets. Its Trent Building – the neo-Gothic centrepiece of its University Park campus, opened by King George V in 1928 – once hosted Einstein, H.G. Wells, and Gandhi. That heritage is real and not nothing.
And yet by 2025–26, the university announced the suspension of sixteen courses – including all modern languages and music – alongside more than 600 redundancies. On current projections, it faces the exhaustion of its financial reserves by 2031. The group recorded a deficit of £76.8 million in 2024–25, following a restructuring charge of £11.3 million and a £74.8 million impairment on two campuses it is now trying to sell – the very campuses it paid over £77 million to acquire and refurbish within the last five years. Unions have initiated strike action and a marking boycott. The implications of that boycott extend beyond Nottingham: students at the Malaysian campus operate under dual marking arrangements, and a choke-point in the UK could prevent them from graduating.
That last detail deserves to sit with the reader for a moment. A student in Semenyih, who enrolled in good faith in a British degree programme, may find their graduation contingent on the resolution of a labour dispute at an institution four thousand miles away that is itself fighting for financial survival. No admissions brochure prepared them for that risk.
The Malaysia campus story is instructive in its own right. The Nottingham franchise there was established partly as a hedge against declining overseas student numbers – a familiar institutional logic in the sector. The market was misread. The campus was relocated to a plantation site in Semenyih, forty miles from Kuala Lumpur, in an area described by Hunter and Williams as very unattractive for students who expected to be based in urban areas. Enrolment peaked and then fell by 22 percent between 2021 and 2024. The franchise’s own parent company attempted to sell it in 2021 for less than its two decades of investment had cost. The sale was withdrawn. The campus now carries £7.6 million in debt owed to the UK institution – debt that grew by £2 million in a single year.
When the campus CEO issued a statement assuring students of stability and quality, a recent graduate offered the most honest assessment of what the credential had become: “Nope, but as long as my Malaysian employers are convinced… it’s a different story overseas.” The degree, in other words, no longer certifies formation. It certifies local employer trust. That is a different and much more fragile thing – because local employer trust is not portable, and it is not permanent.
The British government’s recent decision to block UK degree-awarding powers from the Newcastle University medical campus in Malaysia has sent a shockwave through the broader franchise sector. The implications for other UK campuses operating under similar arrangements – including those being established in India – have not yet fully registered.
For Indian families evaluating UK IBCs, Nottingham is not a worst-case outlier. It is a worked example of how the optimistic scenario, and the pessimistic scenario inhabit the same institution simultaneously – sometimes in the same financial year. The questions that should follow from it are not abstract. Is the institution that has invited you to study with it financially stable? Does its international expansion represent genuine long-term commitment, or is it a revenue hedge that will be unwound when the domestic situation deteriorates further? And if the home campus faces a crisis, what exactly is your position?
The Tectonic Shift in Indian Student Psychology
What has changed most profoundly – and what no essay written from within the UK higher education system fully captures – is the psychology of Indian student families themselves.
For decades, international education served a specific and powerful cultural function for the Indian middle class. A foreign degree, particularly a British one, was not merely a qualification. It was a signal of escape velocity: from the perceived limitations of the domestic system, from the anxieties of competitive admissions, from the social weight of family expectation. It symbolised sophistication, international legitimacy, and intergenerational advancement. That symbolic economy was real and remarkably durable.
Today’s Indian families are more anxious, more data-driven, and more sceptical than the generation that preceded them. They have seen graduates return underemployed. They have watched visa regimes tighten midway through academic careers. They have read about institutions in financial distress. They have noticed that international students have become, in certain political climates, convenient subjects for policy theatre. The blind faith premium – that quality of uncritical aspiration that once attached itself to the foreign degree – has eroded.
At the same time, India itself is changing in ways that alter the underlying logic of mobility. Earlier generations often studied abroad partly because India lacked the opportunity ecosystems that would reward ambition proportionally. That assumption is becoming less universally true. Sectors like AI, fintech, clean energy, advanced manufacturing, health technology, and digital infrastructure are developing domestic depth. A student graduating in India in 2030 may enter an economy substantively different from the one their parents imagined when they began planning. The logic of studying abroad as escape has given way, unevenly but perceptibly, to studying abroad as strategic investment – an investment whose terms must now be evaluated rather than assumed.
What the Serious Student Now Has to Ask
The checklist for an Indian student considering UK study has undergone what can only be described as a tectonic shift.
The older framework was relatively legible: ranking, visa success rates, post-study work rights, fees, city attractiveness, and the informal intelligence of cousins and seniors who had been before. The new framework is almost geopolitical and existential simultaneously.
A serious student today must assess whether the country will remain politically welcoming for the duration of their degree – not a question previous generations considered necessary to ask. They must evaluate whether the institution is financially stable. They must think about whether AI disruption will hollow out the value of their qualification before they have had time to deploy it. They must ask whether the course is preparing them for a world that still exists.
And for students considering IBCs in India, the questions are sharper still. Earlier, the question was something like: “Can I get a foreign degree without going abroad?” Now it has become: Is this campus academically equivalent to what the parent institution delivers at home? Are the faculty empowered or merely operational? Will employers genuinely value this qualification, or will it occupy an uncertain middle ground – too foreign for some employers, insufficiently prestigious for others? Is this institution genuinely committed to India for the long term, or is it here because the home market contracted?
This is a genuinely extraordinary transformation in a short period. And beneath the practical questions lies a quieter philosophical shift. The older generation pursued education as a route into stable systems. Today’s students are preparing for a world where systems themselves feel unstable. That changes not just the questions they ask but the kind of formation they need from their education.
After the Horsemen
Chilton ends with cautious optimism. Universities have survived previous civilisational transitions. They may survive this one. But survival, he argues, will require abandoning several assumptions that the modern mass university treated as sacred: that prestige guarantees relevance, that degrees automatically signal competence, that West-to-East educational flow is permanent, that physical mobility is the centre of internationalisation.
All of this is true. But the student and the family on the other side of this transaction cannot wait for institutions to complete their reckoning.
The UK remains a serious intellectual ecosystem in its best institutions. The credential still carries weight in specific sectors and specific labour markets. The experience of living and studying abroad still produces something – cultural fluency, independence, perspective, resilience – that is not simply replicated by staying home. The argument is not that international education has lost its value, but that its value has become conditional rather than automatic. It must be earned by the institution and verified by the student, rather than assumed by both.
The honest counsel to a prospective Indian student is neither panic nor complacency. It is discernment – a word that implies something more active and analytical than the passive optimism that characterised earlier generations of outbound students. The student who thrives in the coming decade will not be the one who chose the most prestigious option, but the one who chose the most honest one – honest about what they were actually buying, honest about the risks involved, honest about what they intended to do with it afterwards.
Chilton’s four horsemen are real. They are also, in a way, a forcing mechanism for a reckoning that was overdue. For years, much of global higher education benefited from informational asymmetry – institutions controlled the narrative, and students had limited visibility into financial fragility, labour market realities, and graduate outcomes. That opacity is breaking down. Indian students today are among the most sophisticated education consumers in the world, comparing countries, visa regimes, rankings, placement data, alumni trajectories, AI disruption, political climates, and currency forecasts almost simultaneously.
The old recruitment language of glossy brochures and generic “global citizen” rhetoric is becoming less effective because students increasingly sense when institutions are selling mythology instead of clarity.
That may, ultimately, be the most important consequence of the crisis Chilton describes. Not the disruption itself, but the end of a comfortable informational fiction – on both sides of the transaction.
This essay draws on George Chilton’s “Out-Galloping the Four Horsemen of Higher Education,” published in The PIE News.
There is a quieter, faster, and legally invisible model reshaping how Indian students access global education. Nobody in the policy establishment wants to talk about it.
On 14 April 2026, Maynooth University – a solid Irish institution that does not feature in the QS Top 500 – signed an MoU with Kings Cornerstone International College (KCIC), a private pathway college in Chennai. No press conference. No ministry endorsement. No UGC filing. The announcement appeared on LinkedIn, was noted by a handful of people who track these things, and moved on.
Two weeks earlier, on 30 March 2026, IIT Madras signed a comprehensive academic partnership with the University of Canterbury in New Zealand – structured Master’s pathways, student exchange, joint research, digital learning. Clean, bilateral, institutionally credible. Again, no FHEI application. No regulatory queue. No rented office in GIFT City. I will resist the temptation of wondering aloud why IIT Madras – with the entire IBC ecosystem on its doorstep – chose to partner with a university in Christchurch, New Zealand. Suffice to say that the Office of Global Engagement at IIT Madras has its own quality filters. They appear to be working.
Read these two events together, and something uncomfortable emerges for everyone who has spent the last three years celebrating NEP 2020’s grand invitation to the world’s universities: the market has already found its answer, and it does not look anything like an International Branch Campus.
Kings Cornerstone International College operates on a deceptively simple architecture. Students enrol in Chennai for one to two years, completing an HND-level programme aligned to the curricula of partner universities abroad. Credits are pre-documented, articulation agreements are signed before any student enrols, and at the end of their Chennai years, they transfer – to Ireland, Australia, Finland, Germany, the UK – to complete their degree on the home campus of a foreign university.
The Maynooth MoU is the latest addition to this portfolio. For Maynooth, it is a self-selecting, English-medium-schooled, financially stable Indian student pipeline at near-zero capital cost. For KCIC, it is another destination flag on the brochure. For the student, it is a phased migration – two years anchored at home, then abroad – that reduces the financial shock and family anxiety of full outbound mobility. For the student’s parents, it is a known local institution followed by a foreign degree with post-study work permit possibilities in Ireland.
There is no UGC approval required. No FHEI eligibility threshold. No surplus reinvestment clause. No Top 500 ranking requirement. Maynooth does not need to be in India. It just needs KCIC to be in Chennai.
What the IIT Madras-Canterbury Deal Tells Us
The IIT Madras–University of Canterbury partnership operates at the other end of the prestige spectrum but follows an identical structural logic – just with the institutional anchor reversed.
Here, it is IIT Madras that does the first-mile work. Its BS graduates – meeting Canterbury’s postgraduate entry threshold of a B Grade Point Average, pre-validated in English-medium STEM – flow into Canterbury’s Master of Applied Data Science through a documented credit pathway. Canterbury gets the most rigorously screened applicant pool it could hope for from India, without a campus, without a compliance team, and without navigating the UGC’s FHEI regulations.
IIT Madras already runs this model with over 100 global partners through its Office of Global Engagement. Canterbury is simply the latest to understand what those 100 institutions understood before it: you do not need to be in India. You need a credible Indian institutional anchor who does the first-mile work for you.
The students still travel to Christchurch. No foreign faculty relocate to Chennai. No Indian regulatory approval changes hands. The entire transaction happens outside the perimeter of everything NEP 2020 built.
The IBC Scorecard, Three Years On
NEP 2020 arrived with an unmistakable promise: India would become a global education hub. Foreign universities of standing would set up campuses on Indian soil. Indian students would access world-class education without leaving home. Brain drain would slow. Quality would rise.
The FHEI Regulations of 2023 were the mechanism. The architecture was not unreasonable: only institutions ranked in the QS or THE Top 500 would be eligible; they would operate on a not-for-profit basis; surpluses would be reinvested in India; programmes would require UGC approval. The intent was to attract the genuinely distinguished and filter out the opportunistic.
What arrived was neither. Three years in, the IBC scorecard reads as follows: a handful of mid-tier British universities – a few operating out of rented buildings in GIFT City, Gandhinagar, and Gurugram – offering narrow portfolios in business analytics and management. The largest IBCs in the world – in China – took two decades to reach viable enrolment numbers. India’s are still in the proof-of-concept phase.
In March 2025, the Times Higher Education published a piece under the headline: “It is too late for traditional branch campuses to succeed in India.” It was not a fringe view. It was a sober assessment of structural economics – land acquisition costs, faculty relocation reluctance, domestic fee competition, and the enduring question of whether a foreign degree delivered in India carries the same labour market value as one delivered abroad.
The Regulatory Arbitrage No One Is Naming
Here is the structural irony that the policy discourse has carefully avoided: the FHEI framework’s Top 500 threshold – designed to ensure quality – has excluded precisely the universities most likely to use the KCIC and IIT Madras pathway model. Maynooth is not Top 500. Canterbury is around 250, but it does not need the FHEI framework because it is not coming to India. The pathway model is, by design, outside the regulatory perimeter.
This means that while the UGC’s attention is focused on a small number of elite institutions navigating a complex approval process, a parallel ecosystem of pathway colleges, articulation agreements, and structured MoUs is quietly routing Indian students abroad at scale – legally, efficiently, and entirely beneath the regulatory radar.
This is not conspiracy. It is market logic. When the formal channel is expensive, slow, and uncertain, capital and ambition find the informal one. John Christopher of KCIC did not set out to undermine NEP 2020. He set out to build a business. The fact that his business model is more agile than India’s foreign education policy is not his problem.
Two Models, One Insight
The Maynooth–KCIC partnership and the IIT Madras–Canterbury MoU are bookends of the same insight, operating at opposite ends of the student quality and fee spectrum.
At the KCIC end: a private Indian pathway college serves as the first-mile anchor for a portfolio of foreign universities, capturing the aspirant upper-middle-class student who wants a foreign degree but needs a phased, family-friendly, financially manageable route to it.
At the IIT Madras end: one of India’s most trusted institutional brands serves as the first-mile anchor for a New Zealand research university, delivering a self-selected, academically rigorous cohort directly into a postgraduate programme.
In both cases: no branch campus, no regulatory filing, no capital expenditure, no surplus reinvestment, no faculty relocation, no UGC queue.
The structured pathway – inbound or outbound, private or institutional, HND-level or postgraduate – has quietly become the dominant instrument of international higher education engagement with India. It is faster than an IBC. It is cheaper. It is legally cleaner. And it serves the student with an actual home campus experience abroad, which no GIFT City office building can replicate.
The Question NEP 2020 Did Not Ask
Every architecture contains its founding assumptions. NEP 2020’s founding assumption for internationalisation was that Indian students needed foreign education to come to them – that outbound mobility was a problem to be solved through domestic supply. The IBC was the answer to that assumption.
But the assumption itself deserves scrutiny. Indian students going abroad dropped 31% across three years – from 9.08 lakh in 2023 to 7.7 lakh in 2024 and 6.26 lakh in 2025. The policy establishment reads this as vindication of the IBC model: students are staying home, therefore the domestic offer is improving. A more sceptical reading is that immigration tightening in the US, Canada, the UK, and Australia suppressed outflows, and that the students still leaving are the more deliberate, financially anchored, family-supported cohort. At the lower end of that cohort, the KCIC model offers a phased, family-friendly route to a foreign degree. At the upper end, the IIT Madras exchange pathway offers its best BS graduates a seamless transition into postgraduate study abroad. Different students, different instruments – but the same direction of travel that the IBC was supposed to reverse.
The IBC is not wrong. It serves a genuine constituency: students who cannot or will not relocate, who want an international credential at a fraction of the cost, who intend to remain in India. The Birkbeck campus in Bengaluru pricing its UG programmes at ₹7 lakh per year is a real value proposition for that student. But it is a different student from the one choosing KCIC, and a very different student from the IIT Madras BS graduate heading to Canterbury.
The policy error was not building IBCs. It was believing that IBCs were a universal solution to a problem that was never singular.
The Challenge at Large
India does not have one higher education challenge. It has at least three, and they require three different instruments:
Access for the many – the student from a government college in a Tier-3 town – requires reformed domestic public universities, not foreign branch campuses that price them out.
Quality for the aspiring middle – the student whose family can afford ₹7–12 lakh per year but not international relocation – is the genuine IBC constituency, and a well-run IBC serves them.
Global mobility for the ambitious elite – the IIT graduate, the KCIC-track student with international aspirations and family support – is already being served by pathway agreements, structured MoUs, and articulation frameworks that predate NEP 2020 and will outlast it.
Any foreign university serious about India in 2026 should therefore begin not with the IBC application checklist, but with a prior question: which of these three students are you actually trying to serve? The answer determines the instrument. And for most foreign universities – particularly those outside the Top 200, without deep capital reserves, and without the appetite for a decade-long regulatory and infrastructure commitment – the answer is almost certainly not an IBC.
It is an MoU, a trusted Indian anchor, and a well-documented credit transfer pathway.
John Christopher figured that out from Chennai. The University of Canterbury figured it out from Christchurch.
The policy establishment is still figuring it out from New Delhi.
PS:
The pathway college model is not new to India. Higher National Diplomas – validated originally by BTEC and later by Edexcel before Pearson acquired it in 1996 – were being delivered by private Indian colleges in Chennai, Bangalore, Kochi – and even at the British Council in Delhi – well before the current generation of pathway providers arrived. The model was already running quietly in South India when India’s IT boom was still finding its feet, channelling students into undergraduate programmes in the UK and Australia through credit transfer arrangements that the Indian regulatory system neither governed nor particularly noticed.
What Kings Cornerstone International College has done – and done well – is professionalise, brand, and scale a model that existed in more improvised form for decades. The MoU with Maynooth is not the invention of a new instrument. It is the latest deployment of a well-worn one, by an operator who has understood that the instrument works best when the Indian institutional anchor is credible and the overseas partner portfolio is diversified enough to absorb any single partnership risk.
The credit, in other words, belongs to the model – not the man. Though the man has clearly read the model carefully.
When I wrote about Eruditus last month, I was describing a structural shift that had just become visible. Seven universities, three cities, one platform. I argued then that what was being called an education story was, at its deeper level, a platform economics story. I argued that the infrastructure operator – not the university, not the regulator – was becoming the decisive actor in India’s emerging IBC landscape.
Three weeks later, Birkbeck, University of London received its Letter of Intent from India’s Ministry of Education. It is opening a campus in a Bengaluru tech park. Its operational partner is ECA – the Education Centre of Australia.
The picture is now complete enough to name.
What has arrived in India is not a collection of international branch campuses. It is a platform oligopoly.
The Cast of Operators
In the six months since NEP 2020’s foreign university provisions began to produce real campuses, a small set of commercial platform operators has quietly intermediated the majority of IBC activity. Eruditus (Daskalos), ECA (UniQuad), Navitas, GEDU, and Oxford International collectively sit between almost every foreign university and its India operations. Seven of the nine British universities currently planning India campuses are working with Eruditus alone, according to PIE News. ECA, the newest entrant, has announced Birkbeck as its proof-of-concept and stated explicitly that Bengaluru is “the first of many.”
These are not agents. They are not support services. They are, as I described in the March series, infrastructure that becomes the institution – controlling physical premises, recruitment pipelines, student services, digital learning systems, and in some cases, admissions decisions. The university provides the degree and the brand. The platform provides everything else.
This is not hypothetical. ECA’s own CEO Rupesh Singh states it plainly on his LinkedIn profile: “ECA partners and invests with universities to open campuses so that universities have access to new markets. ECA takes care of all legal processes and investment requirements to set up campus operations.” In that sentence, the university is the passenger. ECA is the vehicle.
The Oligopoly Dynamics
An oligopoly does not require explicit coordination. It requires only that a small number of actors control the access points to a market – and that the market’s participants cannot easily circumvent them.
That is precisely the structure now forming. A foreign university wishing to enter India faces an imposing set of requirements: regulatory compliance, physical premises, local entity formation, recruitment infrastructure, faculty sourcing, student visa navigation, and employability partnerships. Very few foreign universities can build that stack independently. The platforms can – and they have already built it, or are building it at scale across multiple university clients.
The result is structural lock-in, for universities and students alike. A university that enters India via an Eruditus or ECA arrangement saves years of market-entry time and tens of millions in capital expenditure. But it also concedes operational control – and, over time, the ability to exit without significant disruption. Students enrolling in a “University of X” campus may find that the institution shaping their daily experience is not the University of X at all, but the platform company that operates the building, runs the recruitment, and manages the learning system.
I called this the governance gap in March. It has not narrowed.
The New Variable: The Distress-Driven Platform
Eruditus arrived in India as an ambition-driven platform – Indian-founded, VC-backed, specifically positioned to exploit the opening NEP 2020 created. Its incentives, whatever their commercial character, were aligned with long-term India market-building.
ECA presents a different profile. It is an Australian international education services company entering its third decade in a post-boom landscape. Australia’s visa tightening and enrolment caps of 2024–25 materially contracted the traditional pipeline that sustained ECA’s core business – international students flowing to Australia. UniQuad, ECA’s India vehicle, inverts that model: bringing universities to students, in India, at scale. The motive is coherent. But it is worth naming: ECA is not in India because India is its primary opportunity. ECA is in India because Australia, for now, is less available.
A platform that enters a market out of distress rather than conviction operates on a shorter horizon. Its commitment to quality, to institutional culture, to the slow work of academic reputation-building – all of these are harder to sustain when the underlying logic is business continuity rather than market creation. This does not make ECA’s India operations illegitimate. It does make them worth watching with particular care.
The Regulatory Architecture Was Not Built for This
The UGC FHEI Regulations 2023 were designed with a specific problem in mind: preventing low-quality foreign institutions from entering India under the cover of brand recognition. The top-500 ranking threshold, the financial solvency requirements, the academic governance provisions – all of these were calibrated to screen universities.
They were not designed to screen platforms.
The regulations require the foreign HEI to maintain full academic and financial control of its IBC. They contain no equivalent requirement for transparency about the operational role of a commercial intermediary, no disclosure obligation about revenue-sharing arrangements, no audit mechanism to verify that the university’s nominal control is substantive rather than ceremonial.
This is the gap I described in March, and the Birkbeck-ECA case sharpens it. Birkbeck holds the LoI. Birkbeck’s name is on the degree. But ECA holds the campus infrastructure, the agent network of 4,000 recruiters, the digital learning systems, and the operational blueprint that will be replicated across multiple future university clients. In any reasonable analysis of actual power, the platform is not subordinate to the institution. It is the condition of its existence in India.
The Question the Press Releases Do Not Ask
There is a question that none of the April 2026 announcement coverage – not Times Higher, not PIE News, not The Statesman – has yet asked: what happens to students when – or, if – the platform withdraws?
University partnerships are not permanent. Commercial arrangements end – through financial stress, strategic realignment, or simply better offers elsewhere. ECA has built a “scalable blueprint” designed to be replicated across many universities. If that blueprint is replicated with a competitor of Birkbeck’s, the commercial logic of the ECA-Birkbeck partnership comes under pressure. If ECA’s India operations do not reach projected scale, the business case for maintaining the campus weakens.
When a traditional IBC closes – as some have, globally – the disruption falls primarily on the foreign university’s reputation and on the students mid-programme. When a platform-operated IBC closes, the disruption is potentially systemic: affecting multiple universities, multiple cohorts, across multiple cities simultaneously.
India’s regulators have not yet been tested by a platform failure. They should be thinking about it now, before the platform oligopoly consolidates further.
What This Means for Universities Considering India
I have argued before – and the argument has not changed – that India is a genuine and serious opportunity for foreign universities willing to engage with it on its own terms, at the pace it requires, with the institutional commitment it demands. The opening created by NEP 2020 and the UGC Regulations 2023 is real.
What is also real is that the platform intermediary has inserted itself between that opportunity and the universities seeking it. The intermediary is not always the wrong choice. Navitas has built sustainable pathway programmes. Eruditus has demonstrated that Indian students will pay for well-branded, professionally delivered learning experiences.
But the terms of engagement matter. A university that outsources its India operations to a platform – and retains only the degree-awarding function – has not really entered India. It has licensed its brand to someone who has. The distinction matters for students, for regulators, and for the long-term credibility of the IBC model in India.
The platform oligopoly has arrived. The question is whether India’s regulatory architecture – and its universities’ strategic instincts – are equal to it.
There is a detail in the Birkbeck case that has received no commentary, but deserves it. Birkbeck’s legal name is Birkbeck College, University of London – it is a constituent college of the University of London federation, not a freestanding university. It has held degree-awarding powers of its own since 2012, but has deliberately chosen not to exercise them, preferring to award University of London degrees on behalf of its students. The degree its Bengaluru students will receive will say “University of London” – an institution that has no formal presence in, and bears no direct regulatory accountability to, India’s UGC framework.
This means the Birkbeck India campus involves three distinct legal actors: Birkbeck College (LoI holder), the University of London (degree awarder), and the Education Centre of Australia (campus operator).
The UGC’s regulatory architecture assumes a single, accountable foreign institution. What has in fact arrived is a nested structure – a college sheltering under a federal university’s brand, operationalised by an Australian company – in which it is genuinely unclear where ultimate accountability resides. If a student is wrongly failed, a programme is abruptly discontinued, or the campus closes mid-cycle, which of these three entities answers to the UGC? That question has no current answer in Indian regulatory law. It should have one.
Every market in the process of being built reveals its architecture slowly, one layer at a time. The first layer attracts attention – the announcement, the name, the city, the promise. The second layer arrives quieter, once the first has been absorbed and normalised. The third layer is often invisible until someone draws a line through all three and asks what they add up to.
India’s international branch campus market has, in the past eighteen months, revealed all three layers in reasonably quick succession. The first was the campus: foreign universities arriving with degree programmes, regulatory approvals, and the language of global access. The second was the platform: intermediaries who do not merely advise universities on India entry but operationalise it for them – managing campuses, holding equity stakes of up to 49 per cent, and becoming the effective institutional presence on the ground while the university’s brand operates as the visible face. The third layer appeared in the second week of April 2026, quietly, in the form of a LinkedIn post.
It announced a series of Open Houses across six Indian cities, jointly organised by a counsellor network and a platform partner, inviting counsellors, educators, parents, and students to engage with universities whose campuses the platform is building. It was a small post. It named a large shift.
This dispatch is about that shift – and about what the full architecture looks like now that all three layers are simultaneously visible.
The First Layer: Software as Precondition
It is worth remembering where this story begins, because the beginning contains the logic of everything that follows.
EdTech in India started with the elegant proposition of SaaS: software as a service, the idea that learning could be disaggregated from place, packaged into a product, and delivered at scale. Eruditus built an impressive global executive education business on exactly this proposition – quality content, brand association, digital reach. The argument was clean. The model worked. And then the immigration wave broke, the traditional English-speaking destinations began to close, and India found itself with a new piece of legislation – the NEP 2020 framework, later given regulatory shape through the UGC’s FHEI Regulations – that permitted foreign universities to set up campuses on Indian soil for the first time in living memory.
At that point, SaaS was no longer sufficient. The question became physical. The question became: who will build the building?
The answer, when it came, was architecturally interesting. Eruditus announced in January 2026 that it had partnered with seven foreign universities – York, Illinois Tech, Aberdeen, Victoria, Liverpool, Bristol, and a seventh – to establish campuses in India. The structure, as reported and as analysed in Tinsel Townships Part V, was not a conventional consultancy arrangement. It was a Platform Partner model: the intermediary providing not just advisory services but operational infrastructure, campus management, and in its equity variant, an ownership stake of up to 49 per cent in the campus venture itself.
The Second Layer: Campus as a Service
This is what the Playbook named CaaS – Campus as a Service.
The phrase is deliberately borrowed from the technology world because the logic is genuinely analogous. In a SaaS model, the provider owns the infrastructure and the customer subscribes to access. In a CaaS model, the intermediary owns – or co-owns, or effectively controls – the campus infrastructure, and the university subscribes to access the Indian market. The university brings the brand, the degree-awarding authority, and the regulatory standing. The platform brings the land relationship, the regulatory navigation, the operational capacity, and the financial engineering.
It is a genuinely functional model. It solves a real problem – foreign universities want India entry without the full weight of independent establishment. But it introduces a governance question that tends to arrive quietly, after the press releases. When the platform holds equity and manages operations, whose campus is it, really? And when things go wrong – when enrolment disappoints, when the faculty pipeline stalls, when the first cohort’s employment outcomes fall short – who bears accountability to the student, and through what mechanism?
These questions were alive when the campuses were announced. They are more alive now, because a third layer has appeared.
The Third Layer: Distribution as a Service
In the second week of April 2026, The Outreach Collective – TOC, a counsellor network with over five thousand followers and a presence across India’s school guidance ecosystem – posted a partnership announcement with Eruditus. The post invited counsellors, educators, parents, and students to a series of Open Houses across six cities: Mumbai, Pune, Bangalore, Chandigarh, Delhi, Hyderabad. The framing was generous – exclusive access, global university leadership, clarity on the 2026 and 2027 admissions cycle. The universities named were those in the Eruditus portfolio.
Read this plainly: the platform that built the campuses is now activating a counsellor community to move students into those campuses.
That is DaaS – Distribution as a Service. And it completes a stack whose full architecture is now visible:
Tier 1 – the universities, bearing the degree-awarding authority and the regulatory exposure
Tier 3 – the counsellor network, mobilising demand, creating the conversion conditions
What is important to understand about this stack is not that any layer is, in isolation, illegitimate. Counsellors have always been part of the education ecosystem. Open Houses have always been a standard recruitment mechanism. Platforms have always mediated between institutions and students. The question is not whether these layers exist but what happens when one commercial actor assembles all three, and whether the student – sitting in a hotel ballroom in Chandigarh or Hyderabad, receiving a polished pitch from a counsellor who has themselves been briefed by the platform – is in a position to see the full architecture through which they are being addressed.
The Manufacture of Access
There is a phrase that kept returning to me as I watched this campaign take shape: the distribution of desire.
The universities have the degrees. The platform has the campuses. But what the counsellor network provides is something more intimate and more powerful: it provides the social permission to want. A counsellor recommendation is not just information. In India’s education culture, where guidance is trusted, where families defer to advisors, where the weight of an institutional endorsement is enormous – the counsellor is a legitimacy-conferring agent. When a counsellor tells a family that these IBCs are worth serious consideration, the family does not hear a sales pitch. They hear a professional judgment.
This is the particular genius of DaaS in the Indian context, and it is also its particular risk. The counsellor is being invited into a system that is commercially structured, whether or not they recognise it as such. The Open House is not a neutral information event. It is a conversion mechanism, staged with care, timed to the admissions cycle, and designed to produce momentum. The phrase exclusive access to global university leadership is not incidental. It is doing structural work. Exclusivity creates obligation. Access creates reciprocity. Leadership creates trust. And trust, once manufactured, is very difficult to subject to the kind of verification that the Seven-Indicator Framework asks families to apply.
The Governance Distance
There is something else worth naming. Each layer that the platform adds between the student and the university increases what might be called governance distance – the gap between the entity accountable for the educational experience and the student experiencing it.
In a direct-entry model, the university is present: its governance, its academic structures, its student protection mechanisms are the immediate environment of the student’s education. In a Platform Partner model, the university is upstream: its brand is present, but the campus is operated by an entity whose primary obligations are commercial and contractual. In a DaaS model, the university is further upstream still: by the time the student arrives in the campus, their journey has passed through a distribution node whose interests were always oriented toward conversion, and a platform whose interests are oriented toward operational scale.
None of this is concealed. It is visible, if you know how to read the announcement architecture. But most students and families do not read announcement architecture. They read logos, rankings, and city names. They hear a counsellor they trust, in a hotel they recognise, describing a future that sounds plausible.
That gap – between what the architecture actually is and what it appears to be – is precisely the gap that the Tinsel Townships series has been trying to name since October 2025.
A Note on the Universities
It would be unfair, and analytically incomplete, to write this dispatch without noting that the universities involved are not passive participants in a system they cannot see. York, Liverpool, Bristol, Aberdeen – these are institutions with governance structures, quality assurance frameworks, and academic senate processes that are, in principle, capable of interrogating the architecture they have entered. The question is whether those structures are actually being deployed.
The standard diagnostic applies. Are the faculty permanent or rotating? Is research infrastructure being built or merely described? Is the student protection mechanism financially credible? Has the degree pathway been confirmed by the UGC equivalence process, or is that confirmation still aspirational?
A university that can answer those questions clearly, in public, without intermediation, is one that the DaaS architecture has not yet fully captured. A university that routes all communications through the platform – including, eventually, the answers to parent questions at an Open House in Hyderabad – is one that has allowed the governance distance to become structurally significant.
The Closing Provocation
The Tinsel Townships series has never argued against India’s TNE expansion. The policy framework is well-designed. The demand is real. The potential for genuine international academic partnership in India – the kind that builds faculty, infrastructure, research, and long-term employer trust – is substantial and underused.
But potential and achievement are separated by decisions. And the decisions being made right now, in this admissions cycle, in these six cities, in these hotel ballrooms with their carefully arranged banners and their polished panels, are decisions whose consequences will be measured years from now in employment outcomes, in degree recognition records, in whether the first cohort of students who enrolled because a counsellor told them this was worth it will find that it was.
India has seen this before. The tinsel comes first. The townships come later. And the question – always the same question – is whether what is being built is worth building.
From SaaS to CaaS, and now DaaS: the platform is no longer just serving software or servicing campuses. It is, in the fullest sense of the phrase, distributing desire.
That is not automatically wrong. But it is something that families, counsellors, and the universities themselves have an interest in seeing clearly – before the momentum makes clarity inconvenient.
Tinsel Townships is an independent blog series on India’s transnational education landscape. It has not been commissioned, sponsored, or endorsed by any university, platform, government body, or commercial entity operating in this space. The author welcomes disagreement.
Tinsel Townships began as a phrase before it became a series. It arrived in October 2025 as a way of naming something that had been accumulating without a name – the particular quality of India’s new education hubs: brilliantly lit, purposefully built, and more invested in the appearance of permanence than in its underlying architecture.
Scroll down to the bottom of the page to download a PDF copy.
The four essays that preceded this one were dispatches. They mapped what was arriving. This one asks what is worth building – and what building it actually requires.
Part V is different from the first four in form, though not in conviction. Where the dispatches were written for the curious general reader, this Playbook is addressed to the people inside the moment: the vice-chancellors, directors of international partnerships, governance leads, and Indian institutional counterparts who are making decisions right now whose consequences will outlast the press releases that announced them. It is written for the people who sit across the table from each other in the early stages of a partnership – trying to make decisions with incomplete information, under institutional pressure, in a regulatory landscape that is still finding its operational shape.
The India TNE space is not short of commentary. It has consultants, event organisers, sector bodies, and policy advocates in considerable supply – and most of them are, in one way or another, invested in the narrative of the moment. This Playbook was written without a client relationship to protect or a conference to fill. That is a small freedom. It has meant that what follows arrives at its conclusions because the argument required them, not because a client did.
The central argument is this: the distance between India’s TNE potential and India’s TNE achievement is a gap of institutional will, not of policy supply. And that gap is determined, above all, by decisions made – or not made – in the first months of a partnership’s life.
The Playbook maps six engagement models, introduces one new regulatory white space that the existing framework was not designed to govern, and offers the governance architecture that separates genuine commitment from its better-dressed substitutes. It does not tell institutions whether to enter India. It tells them what entering India actually requires.
The title is a question this series has been asking since before it became a series: is what is being built here worth keeping?
Click here to download a PDF copy of the Playbook (Microsoft users); or here (Google users)
Part of the independent Tinsel Townships series. Not commissioned, sponsored, or endorsed by any university, government body, or commercial entity.
India’s National Education Policy 2020 contains a quiet paradox. It aspires to a Gross Enrolment Ratio of 50% by 2035, champions internationalisation as a route to quality, and opens the door – for the first time – to foreign universities establishing campuses on Indian soil. But the Policy offers no theory of how this internationalisation is to be operationalised, financed, or governed at the level of daily institutional practice. It names the destination without mapping the road.
That gap – between regulatory ambition and operational capacity – is precisely where private capital moves fastest. Eruditus has positioned itself as the infrastructure layer of India’s transnational education moment: not a university, not a regulator, but the entity that makes it possible for Aberdeen, York, Victoria, Bristol, Liverpool, UNSW, and Illinois Tech to plant flags in Mumbai, Bengaluru, and Gurugram without building an India strategy entirely from scratch. It absorbs campus logistics, student recruitment, FEMA-compliant JV structuring, SEZ navigation, and marketing – the operational burden that most mid-tier global universities cannot or will not bear alone.
The question this essay poses is not whether Eruditus intended to commercialise India’s higher education system. Intent is the wrong frame. The stronger – and more defensible – argument is this: the structural incentives of Eruditus’s business model systematically produce commercialisation effects regardless of intent. A private intermediary that captures platform rents, shields itself from regulatory liability, and becomes indispensable to both foreign universities and Indian regulators is not a Trojan horse by design. It is something more structurally significant: a commercialisation engine that operates through the logic of efficiency.
The efficiency case, stated fairly
Any honest reckoning with Eruditus must begin by taking the efficiency argument seriously, because it is not trivially wrong.
India’s domestic public university system, however admirable in scale, cannot alone deliver the GER-50 target by 2035. The IITs and IIMs remain globally competitive but narrowly elite. The broader public university ecosystem is under-resourced, over-enrolled, and unevenly distributed geographically. Against this backdrop, the entry of internationally ranked foreign HEIs – even mid-tier ones – genuinely expands the diversity and reach of higher education supply.
But most of these universities would not enter India without an operational partner. Building a campus from scratch in a new regulatory environment – navigating UGC’s Foreign Higher Educational Institution regulations, FEMA compliance, local recruitment pipelines, and India’s accreditation landscape – is a formidable undertaking for a university whose core competence is academic, not logistical. Eruditus lowers these barriers. It brings IIT/IIM credibility, India market intelligence, and a decade of executive-education relationships. On this reading, it is a legitimate market-maker: it creates TNE supply that would not otherwise exist.
The risk/revenue structure of these partnerships reflects this division of labour. Foreign HEIs bear academic risk – curricula, quality assurance, UGC compliance, degree reputation – and the majority of tuition revenue. Eruditus bears operational and marketing risk, capturing an estimated revenue share of 20–40%, based on precedents in its executive-education model, alongside operational fees. This is not an unusual arrangement in the broader landscape of pathway partnerships and third-party campus operators. Navitas, Shorelight, and Oxford International run structurally similar models in other markets.
The efficiency case deserves its due: Eruditus may be expanding the frontier of accessible international education in India in ways that benefit students who would otherwise spend considerably more on outbound mobility.
The regulatory architecture and its gaps
The efficiency case, however, is told entirely within a regulatory vacuum. The moment you examine what UGC’s FHEI regulations actually require – and what the Eruditus model actually delivers – the interstitial space in which the company operates becomes visible, and it is that space which constitutes the structural problem.
UGC’s 2023 FHEI regulations were designed around a single-entity accountability model. The foreign HEI applies for a Letter of Intent, receives approval, sets up campus operations, awards degrees under its own seal, and bears full compliance responsibility. Academic control must remain with the foreign parent; curricula and assessments must mirror the home campus; online delivery is capped at 10%. The regulatory logic is clear: UGC holds one accountable party – the foreign HEI – for everything that happens on the campus.
The Eruditus model introduces a second structural actor that the regulations do not cleanly govern. Eruditus is not the degree-awarding institution – it is neither an IBC operator subject to FHEI rules nor a passive technology vendor subject to standard IT regulations. It occupies an unregulated interstitial category: a private operational backbone that controls campus setup, student recruitment, marketing pipelines, and industry linkages, while the foreign HEI retains nominal academic and regulatory accountability. The JV or service-contract structure through which this relationship is formalised is FEMA-compliant, but FEMA governs foreign investment flows, not educational quality or governance accountability.
The analytical crux is this: UGC holds the foreign HEI liable for what happens in the classroom. It has no direct regulatory relationship with Eruditus. But Eruditus controls the conditions under which the classroom is filled – who is recruited, how they are marketed to, what the campus’s financial viability looks like, and how the partnership’s commercial logic shapes institutional decisions. The regulator sees the front of house. The intermediary controls the back.
This is not simply regulatory creativity. It potentially hollows out the regulatory intent of the FHEI framework. A model designed to ensure that foreign universities bring genuine quality, accountability, and long-term commitment to India can be operationalised in ways that transfer the operational substance of the enterprise to a private actor whose primary fiduciary obligation is to its own investors, not to India’s higher education goals.
Platform rents, equity, and the dependency problem
Three deeper critiques emerge from this structural observation.
The platform rent argument. Eruditus’s structural position – low academic risk, shielded regulatory exposure, but significant revenue share across seven or more university partnerships – means it captures rents from India’s higher education system while externalising the reputational and compliance liabilities onto its partners. This maps directly onto the platform economics critique. The platform captures value; the partners bear exposure. The public good – higher education – is reframed as a logistics problem, and the logistics company takes the commercial premium.
The equity paradox. UG degrees at Eruditus-facilitated IBCs are priced at ₹20–30 lakhs – positioned, plausibly, as 50–70% cheaper than equivalent study abroad. But this efficiency claim only holds if outbound mobility is the relevant counterfactual. Against India’s domestic higher education baseline – where quality public university education remains available at a fraction of this cost – these IBCs are stratospherically priced. The GER-50 target implies mass enrolment, not premium niches. Eruditus’s model serves an upper-middle-class segment with the resources and aspiration to consider foreign degrees: a real and legitimate market, but not the population for whom India’s internationalisation rhetoric is ostensibly designed.
The indispensable intermediary problem. Perhaps the most structurally significant risk is the least visible. As Eruditus deepens relationships across seven or more partnerships simultaneously, it accrues what might be called relational rents – influence over India market access that individual foreign HEIs cannot replicate independently. Over time, its negotiating leverage over foreign universities grows: those universities increasingly depend on Eruditus not just to enter India, but to remain viable there. Public oversight mechanisms, focused on the HEI partner, cannot see or tax these relational rents. UGC audits the curriculum of Aberdeen’s India campus. It has no visibility into the renegotiation of Eruditus’s revenue share. This is not a Trojan horse mechanism – it requires no deception. It is the structural logic of platform intermediation applied to higher education governance.
Governance for the interstitial
The argument here is not that Eruditus should not exist, or that its partnerships are illegitimate. The efficiency case for TNE intermediaries is real, and regulatory hostility to private operators in higher education has historically produced worse outcomes than regulatory naivety about them. The argument is narrower and more precise: the current regulatory architecture creates a structural asymmetry in which Eruditus captures commercial value while UGC’s accountability mechanisms remain focused on its university partners. This asymmetry was not designed – it emerged from regulations written for a single-entity model that the market has already superseded.
What would governance for this interstitial look like? Several mechanisms suggest themselves.
UGC could require disclosure of all operational partnership agreements as part of FHEI applications, making the Eruditus-type relationship visible to the regulator rather than invisible within it. Revenue-sharing arrangements could be subject to an equity cap, analogous to norms in public-private partnership models in infrastructure. A register of approved TNE intermediaries – distinct from HEIs, but regulated in their own right – would allow UGC to impose basic accountability standards on the operational layer without requiring it to govern academic content.
None of these are radical interventions. They are the kinds of governance closures that mature regulatory systems develop when market innovation outruns regulatory design.
India’s NEP imagines an internationalisation that enriches without colonising, that expands access without entrenching privilege. Whether Eruditus’s model serves or subverts that imagination depends less on its founders’ intentions than on whether India’s regulatory institutions develop the vocabulary to govern what has already arrived.
How TNE platforms are evolving into the operating system of global higher education – and what that means for the universities that partnered with them first
In January 2026, Eruditus announced partnerships with seven global universities to establish campuses across Mumbai, Bengaluru, and Gurugram. The institutions named – Illinois Institute of Technology, University of Aberdeen, University of Bristol, University of Liverpool, University of New South Wales, University of Victoria, University of York – are not second-tier names. They are credible, mid-to-upper-tier universities with genuine subject strengths, real student demand in India, and entirely rational reasons to want a physical presence in the world’s largest higher education market. Eruditus, through its subsidiary EruLearning Solutions, will manage on-ground operations: campus setup, student recruitment, admissions, and regulatory navigation.
On the surface, this is a sensible division of labour. Universities bring degrees, faculty oversight, and academic standards. Eruditus brings execution. Call it the efficiency argument – and it is, in fact, efficient.
There is also a second reading. And if you sit with it long enough, the second reading becomes the more structurally interesting one.
The hierarchy that is quietly inverting
For five centuries, the university has operated on a single unchallenged premise: it is the centre of gravity. Students come to the university. Knowledge flows from the university. Prestige accrues to the university. The hierarchy is legible and stable: institution → programme → student.
Platforms are inverting that hierarchy – not noisily, not through hostile takeover or regulatory challenge, but quietly, structurally, through the accumulation of capabilities that universities have always been poor at building: distribution, market intelligence, and commercial agility.
The pattern is familiar from other industries. In the early years of digital media, studios held the power – they owned the content, the talent, the brand. Netflix began as a distribution service. Amazon began as a bookshop. Spotify positioned itself as a service to the music industry. In each case, the entity that controlled distribution eventually controlled value. The content producers – studios, publishers, record labels – found themselves negotiating with the very infrastructure they had treated as a vendor.
Education has been slower to reach this inflection point. But it is arriving. And India’s TNE market is where the arrival will be most visible.
What platforms actually control
Universities control curriculum, accreditation, and degree authority. Those assets are real and durable. But increasingly, the assets that determine whether a student enrols – and whether an institution reaches students it cannot recruit to its home campus – sit with platforms.
Platforms control student acquisition pipelines, built over years of marketing to aspirational learner communities. They control demand data: not just which programmes students enquire about, but which ones they complete, which ones produce employment outcomes, which price points convert interest into enrolment. They control employer engagement networks that universities rarely build independently. And critically, they operate with the commercial agility that academic governance structures systematically prevent: product teams, revenue targets, rapid market testing, data-driven iteration.
In fast-growing, digitally mediated education markets – and India’s is both – this agility compounds into structural advantage.
The Eruditus model deserves careful attention because it is not the kind of platform usually invoked in these conversations. Coursera and edX are marketplaces: they aggregate and distribute content, but they do not run campuses. Eruditus is structurally different – an infrastructure operator spanning distribution (marketing, recruitment, demand analytics), operations (campus setup, admissions, cohort management), and academic facilitation (faculty coordination, programme design, delivery logistics). Most edtech platforms occupy one of these layers. Eruditus occupies all three.
The airport analogy is more precise than it first appears. Airlines bring aircraft and routes. Airport operators control runways, scheduling, ground operations, and passenger flow. Airlines may not care who operates the airport, as long as their flights land on time. But airport operators, over time, acquire substantial influence over which airlines thrive, which routes are viable, and what the passenger experience of the entire ecosystem looks like.
Eruditus is building airport infrastructure. The seven universities announced in January 2026 are the first airlines to schedule regular service.
The three-stage evolution
Platform ecosystems across industries tend to move through three recognisable stages. It is worth naming them plainly in the TNE context.
Stage one: Service provider. The platform supports existing players. It makes their entry easier, faster, cheaper. This is where most of the January 2026 announcements sit. Eruditus is described as a partner, an enabler, an operational arm. Universities perceive it as support infrastructure. The relationship is unambiguously helpful in this stage, and the helpfulness is genuine.
Stage two: Infrastructure layer. The platform becomes indispensable. Enrolment pipelines are platform-driven. Campus operations depend on the platform’s systems and relationships. The university’s India presence is no longer separable from the platform’s India presence without significant disruption. Negotiating leverage shifts. This stage arrives gradually, without a formal announcement, and is often only visible in retrospect.
Stage three: Vertical integration. The platform moves upstream – not necessarily to replace universities, but to build its own institutions alongside its infrastructure operations. By this stage it possesses everything required: deep market intelligence, operational expertise at scale, industry relationships, and accumulated credibility sufficient to attract faculty and students independently.
The surrogate TNE scenario – a platform-backed institution launched internationally, legitimacy borrowed from existing academic partnerships, then expanded via branch campuses in India and other major markets – is not science fiction. It is the logical extension of platform economics applied to a sector that is only now discovering what platform economics does to institutional hierarchies.
The overseas-first legitimacy play
If a platform entity with Eruditus’s pedigree were to move toward vertical integration – and this is the speculative but structurally coherent part of the argument – the strategically elegant sequence would not begin in India.
It would begin outside India. Dubai International Academic City, Singapore, or Abu Dhabi – jurisdictions already comfortable with private higher education ventures and international branch campuses. Launching in India first would immediately trigger regulatory scrutiny, political sensitivity around commercial actors in education, and unfavourable comparisons with IITs and established private institutions. An international launch sidesteps all of this.
From that base, the architecture builds itself. Dual degrees and joint research centres with existing university partners provide credibility transfer. Programmes designed around employment pipelines – Eruditus’s natural differentiator – provide market differentiation. A few graduating cohorts with documented career outcomes provide the legitimacy that marketing cannot manufacture. Then branch campuses in India, Southeast Asia, and Africa. By the time the institution opens in Mumbai or Bengaluru, it arrives not as an edtech company attempting to become a university, but as an established international institution expanding its global network.
The narrative shift matters enormously. And the universities that provided the early credibility transfer would find themselves, at some point in this arc, competing with the very ecosystem they helped seed.
Who evolves first – and in what sequence
If this trajectory runs – and that qualifier matters, which I return to below – the evolution does not reach all of higher education simultaneously. It moves through the system in layers.
Mid-tier foreign universities entering India through TNE feel it first. These institutions already operate in a narrow differentiation band: credible but not iconic, internationally recognised but not globally dominant. A vertically integrated ecosystem operator offering industry-linked degrees, lower tuition, and documented employment outcomes would compress their market quickly.
Premium Indian private universities feel it second. They compete on infrastructure, international collaborations, and premium positioning – the precise terrain a platform-backed institution would occupy. Their advantages – regulatory familiarity, domestic networks, cultural embeddedness – provide insulation but not immunity.
Traditional Western campuses dependent on international student mobility feel it last and least, for now. Their deep research ecosystems, historical prestige, and dense alumni networks are genuinely difficult to replicate at speed. But if the mobility premium weakens – rising costs, tightening visa environments, normalising remote work – the cost differential between overseas study and a well-designed distributed degree becomes harder for families to sustain as an unexamined assumption.
India is the first major arena where this sequence is being tested at scale.
The question universities are not yet asking
Most universities entering India through platform partnerships are focused, rationally, on the near term: regulatory approval, first cohort enrolment, faculty arrangements, the gap between 140 students in year one and 5,000 in year ten. These are the right questions for this phase of the market.
But the structural question – the one that will matter more in 2033 than it does today – is different: are we building our India presence, or are we building the platform’s India leverage?
Every month a university operates through a platform partner without developing independent regulatory knowledge, student recruitment capability, and employer relationships transfers capacity to the platform and away from the institution. What begins as an enabling relationship gradually becomes a load-bearing one.
GEDU Global Education’s trajectory is instructive here. Having invested £25 million in India with £200 million more committed across the next three years – spanning GIFT City and multiple city campuses – GEDU is building comparable infrastructure leverage to Eruditus through a different entry architecture. Two major platform operators accumulating this scale of India infrastructure, in parallel, narrows the independent operating space for universities that chose not to build their own India capacity while it was still available to build.
The argument is not against platforms. It is for eyes-open partnership – contractual protections against dependency, explicit milestones by which institutions assume direct responsibility for specific operational functions, and governance structures that maintain genuine academic sovereignty. And perhaps most importantly, institutional self-awareness about which of the three evolutionary stages the partnership is actually in.
A necessary caveat
The trajectory described here is plausible, not predetermined.
Platforms carrying operational responsibility for physical campuses cannot behave like asset-light marketplaces. Once Eruditus manages real buildings, employs local staff, and bears accountability for student outcomes, its incentives are tied to long-term ecosystem stability. A platform that damages the institutions it operates alongside damages itself. That alignment with university interests is real and should not be dismissed.
The legitimacy barrier to platform-backed universities is also genuinely high. Research ecosystems, accreditation frameworks, alumni networks, and scholarly culture are slow-moving assets that cannot be purchased or assembled quickly. Even a well-capitalised platform would need a decade to earn the kind of institutional credibility that universities accumulate across generations.
Universities still hold three assets platforms cannot easily replicate: degree authority, research ecosystems, and the accumulated legitimacy of institutions that have outlasted every disruption in their history. If they remain disciplined about protecting those assets – insisting on academic sovereignty, investing in independent India capacity, treating platform arrangements as transitional architecture rather than permanent infrastructure – the relationship can remain genuinely balanced and mutually productive.
The platform model, at its best, creates TNE supply that would not otherwise exist, and reaches students who would otherwise have no access to internationally credentialled education at a reasonable price. That matters. The efficiency argument is not cynical.
The point is simply this: understand the structural logic before it becomes the structural reality.
The last word belongs to the student
None of this would matter if the end result were better education. If platform-operated campuses genuinely deliver academic rigour, research depth, faculty continuity, and employment outcomes at a price point that makes the foreign credential accessible to families who cannot send their children abroad – then the structural shifts in institutional power are secondary to the outcomes that justify the whole enterprise.
The test is not where the power eventually sits. It is whether the student who walked into a campus in August 2026 walks out four years later with something that genuinely changed what was possible for her.
Parts I to III of my series on TNE set out to establish why India’s transnational education ventures face severe structural challenges. Over seventy-five per cent of students seek migration pathways TNE cannot provide. Foreign universities arrive with ambiguous commitments. And current operations risk becoming what I have called provisional arrangements – impressive façades that may conceal limited institutional depth.
This fourth instalment does two things. It presents evidence that those structural vulnerabilities are now materialising. And it offers families and policymakers practical tools to distinguish genuine partnerships from franchise operations – before enrolment becomes irreversible.
I. The Diplomatic Acceleration
The regulatory landscape has moved with remarkable speed. In nine months, India concluded or advanced three major trade agreements that explicitly foreground education: the India–UK Comprehensive Economic and Trade Agreement signed in May 2025, the India–EU Free Trade Agreement announced in January 2026, and the deepening of the Australia–India ECTA toward a comprehensive CECA.
The UK deal positions education within a £4.8 billion GDP framework and was followed by the announcement of nine UK campuses during Prime Minister Starmer’s October 2025 India visit. The India–EU FTA creates a formal Education and Skills Dialogue with explicit treaty language on satellite campuses. Australia’s ECTA includes mechanisms for recognising offshore campuses – and Australia’s largest-ever TNE delegation, twenty members representing sixteen institutions, timed their arrival in India last week to coincide with the QS India Summit 2026 in Goa.
Canada arrived with perhaps the most striking signal of all. On 28 February 2026, Universities Canada and Colleges and Institutes Canada launched the Canada–India Talent and Innovation Strategy in Mumbai, bringing over twenty Canadian university presidents – the largest-ever Canadian academic delegation to India – to sign thirteen new institutional MOUs and position education as a central pillar of Canada’s Indo-Pacific Strategy. Days later, the joint India–Canada Leaders’ Statement of 2 March explicitly agreed to facilitate offshore Canadian campuses in India. The speed and scale of the Canadian pivot is arresting – and its motivation, as the later sections of this instalment show, is as instructive as its ambition. See Section XIX for details.
These instruments create legal pathways for transnational education. They do not verify whether specific campuses demonstrate genuine commitment through observable actions. That distinction matters enormously – and it is the one most easily lost in diplomatic ceremony.
II. The Regulatory Transition
The domestic landscape is itself in motion. The transition from the University Grants Commission to a single Higher Education Commission of India moved from concept to legislation, with the HECI Bill 2025 tabled in Parliament in December 2025. The proposed four-pillar structure – separate verticals for regulation, accreditation, academic standards, and funding – means that campuses approved today will spend most of their operational lives under a regulatory framework that does not yet exist.
At PIE Live India 2026, this prompted the question: “Will we have a bottleneck after this initial flurry of announcements?”
As of February 2026, eighteen international branch campuses have been approved or announced: nine UK, seven Australian, one US, one Italian. Six are concentrated in Mumbai, five in GIFT City, four in Bangalore, three in Delhi-NCR, twelve operating under UGC mainland regulations and six under IFSCA at GIFT City.
Only three are operational: the University of Southampton at Gurugram (launched August 2025 with approximately 150–170 students from over 800 applications), Deakin University at GIFT City (operational since July 2024), and the University of Wollongong at GIFT City (operational since July 2024, with single-digit initial enrolment).
Fifteen campuses – 83 per cent of announced ventures – remain at Approved or Letter of Intent stage despite regulatory clearances. This pattern raises questions about whether approvals translate to operations, and whether announced timelines reflect institutional commitment or aspirational planning.
III. The Zero-Sum Critique
The analysis is not isolated. At PIE Live India 2026, Dr. Ram Sharma – Chancellor of UPES and Founding Director of Plaksha University – described international branch campuses as a “zero sum game for the country” in a keynote delivered to an audience that included government officials. His indictment was specific: “We were promised foreign capital to India, expertise or faculty members would come from overseas, but at least the preliminary indications suggest that this is not the case.”
Southampton’s first cohort is 100 per cent Indian students – a detail disclosed at PIE Live India 2026 that confirms these campuses are adding to capacity while competing with local private universities, rather than serving international mobility. This validates the structural challenge I have been documenting: India-based TNE cannot provide what drives international education demand – actual relocation, post-study work pathways, and migration opportunities.
Mr. Armstrong Pame, Joint Secretary of the Government of India, present at Sharma’s keynote, offered a notably non-committal response: “I heard Mr Ram speaking. I observed everything. And it is not easy to answer everything that people want to say.”
Indeed it is not.
IV. The Competitive Reality
With 1.33 million Indians studying overseas in 2024 despite visa restrictions in major markets, students facing constraints in traditional destinations are choosing alternative international locations – Germany, France (17 per cent annual growth), Singapore (25 per cent growth), Dubai (threefold growth, hosting 42,000 students across 37 branch campuses), New Zealand (34 per cent increase) – not India-based foreign campuses.
December 2024 data reveals the immigration pipeline under systemic pressure: 75 per cent of Canadian universities report international enrolment declines (36 per cent undergraduate, 35 per cent postgraduate), while 48 per cent of US institutions report undergraduate declines and 63 per cent postgraduate declines.
The Office for Students reported in November 2024 that 72 per cent of England’s universities are projected to be in deficit by 2025–26. This context matters. A December 2024 briefing for UK university leaders described TNE candidly as a “strategic hedge” – one requiring long-term institutional commitment that “rarely aligns neatly with senior leadership tenure cycles.”
The intermediary architecture is equally telling. At PIE Live India 2026, it emerged that seven of the nine British universities planning to open in India are working through a single private company: Emeritus (Eruditus/ Daskalos). Other intermediaries include Navitas, Oxford International, ECA, and GEDU. Ram Sharma noted that IBCs often operate on 49–51 per cent joint ownership models with private equity companies, allowing operational profits to be extracted more readily – contrasting sharply with Indian private universities, where 70 per cent-plus of the sector is classified as not-for-profit. GIFT City “operates outside Indian domestic tax and exchange controls, allowing international universities to repatriate 100 per cent of their income through foreign exchange.”
Sharma’s conclusion was stark: “It is largely riding on venture capital or private equity money, which want more aggressive returns and will put profits ahead of academics. That then exposes the sector to more risks.”
V. Practitioners and Sceptics Alike
Even those closest to the work acknowledge the difficulties. At PIE Live India 2025, Phil Wells warned of the “risk of misalignment, as some universities are entering India not necessarily with long-term engagement in mind, but as a response to financial pressures.” Ravneet Pawha, VP Global Engagement at Deakin – one of the three operational campuses – observed that “in India, student expectations are different” from Australia, acknowledging the challenge of contextual adaptation.
At QS India Summit 2025, a formal debate asked: “Will hosting foreign universities in India improve Indian higher education?” – with the Vice Chancellor of O.P. Jindal Global University speaking against the motion. That this question was debated at the sector’s premier conference indicates that even promotional forums now contain substantive scepticism.
VI. From Critique to Verification
Much of the public conversation around transnational education is framed as opportunity. On the surface, this appears straightforward. Yet beneath this framing sits a dense ecosystem: consultants, real-estate brokers, summit organisers, pathway providers, and assorted facilitators who claim expertise in navigating India’s complex education landscape. Their services are not inherently illegitimate – many provide genuine value – but their incentives are rarely neutral. Most intermediaries in the TNE space are compensated not for the long-term academic success of a campus, but for entry itself: feasibility studies completed, memoranda of understanding signed, announcements made, launches staged.
In such an environment, optimism becomes structural. What is presented as confidence may reflect incentive-aligned perspectives rather than neutral assessment – the natural result of compensation structures that reward momentum over permanence.
This instalment therefore moves from critique to verification. It treats India’s TNE moment not as an occasion for celebration or despair but as a test case: can families, policymakers, and institutions insist on verifiable commitments that separate tinsel from substance, before the next wave of announcements hardens into architecture, debt, and disappointed students?
VII. The Immigration Pipeline Under Pressure
Comprehensive data from the Global Enrolment Benchmark Survey covering nearly five hundred institutions worldwide revealed, in December 2024, that 75 per cent of Canadian universities reported international enrolment declines in 2025, with undergraduate numbers dropping 36 per cent and postgraduate 35 per cent year-over-year. In the United States, 48 per cent of institutions reported undergraduate declines and 63 per cent postgraduate declines.
Sector leaders emphasised at major conferences that this is not temporary turbulence. The declines reflect structural contractions shaped by policy shifts, visa uncertainty, and affordability pressures. “Globally, North America is the outlier now, which traditionally has not been the case.”
For two decades, international education carried an implicit promise: study would convert into work, work into mobility, mobility into justified cost. That chain is now breaking. Labour market pressures – job cuts, hiring freezes, AI-driven compression of entry-level roles, and tightening visa regimes across the UK, Canada, Australia, and Europe – have hollowed out graduate pathways with remarkable speed.
Trade agreements have responded by preserving rather than restricting mobility pathways, making actual international study more attractive relative to domestic TNE substitutes. But this only sharpens the contradiction: TNE in India offers international credentials without the mobility that justifies their premium pricing, at precisely the moment when mobility has become harder to secure and more valuable when available.
VIII. The Fraud Factor
Industry reports reveal systemic practices that have undermined the integrity of the immigration-focused model on which much of international education economics has depended.
Documented concerns include agents helping fabricate or inflate financial documents to obtain visas for students who cannot legitimately afford international education. A noted pattern shows a small cohort of students and agents engaging in questionable practices having a disproportionate impact on the wider, genuine student population – and “increasingly contributing to government clampdowns.”
When fraudulent documents enter destination-country systems, the consequences extend beyond a single application: institutional reputation is damaged, unscrupulous actors gain unfair advantages, and students who play by the rules are harmed. Growing sector acknowledgement confirms that what many institutions and agents have been doing is “not just morally questionable – it’s harming the very foundation of international education recruitment.”
The key implication for India-based TNE is indirect but profound. The same recruitment channels and agent networks that have driven migration-focused aspirations are under scrutiny. As destination countries tighten oversight and sanctions, the pool of students who can or will pursue high-cost, migration-linked education shrinks. TNE in India – implicitly marketed as a softer landing for those squeezed out of traditional pathways – thus targets a segment whose channels are being structurally disrupted.
IX. The Policy Response
Destination countries are responding not with incremental adjustments but with dramatic restrictions. In Canada, 90 per cent of institutions cite restrictive government policies as the top obstacle; 60 per cent are cutting budgets and 50 per cent anticipate staff layoffs. In the United States, 85 per cent identify restrictive policies and visa issues as major problems – up from 58 per cent in 2024 – as federal immigration crackdowns intensify.
The United Kingdom, while seeing modest 3 per cent growth, faces the worst affordability challenges globally, with 72 per cent citing costs as a barrier, up from 58 per cent.
When families experience or observe these crackdowns, they seek alternatives – but the alternatives they favour are other countries still offering migration pathways, not domestic TNE versions of newly hostile brands.
X. The Structural Impossibility
This evidence reinforces why India-based TNE faces what I have called a structural impossibility.
The immigration-focused market segment that enables international education’s economic sustainability operates through recruitment channels increasingly recognised as systemically problematic. Even if India-based TNE campuses could provide migration pathways (which they cannot), they would be attempting to serve a market whose dominant recruitment practices destination countries are actively working to eliminate.
When immigration policies tighten, enrolment does not redirect towards India-based alternatives. Demand either disappears entirely or flows to alternative international destinations – Germany, Ireland, France, Singapore, Dubai, New Zealand – where students can still combine study with relocation and post-study options.
TNE’s underlying assumption – that visa restriction in the Big Four automatically creates demand for India-based international education – underestimates how deeply migration aspiration is embedded in decision-making. For most families, the equation is simple: if mobility is no longer available, the premium attached to international credentials collapses. Domestic TNE that offers neither mobility nor substantial cost advantage over home-grown private universities becomes, at best, a second-choice compromise and, at worst, an expensive illusion.
XI. Where Demand Actually Goes: The Competitive Map
Recent data reveals clearly where demand flows when traditional pathways face pressure – and the pattern is sobering. With over 1.8 million Indians currently studying overseas (a 40 per cent jump from 2023), students facing Big Four restrictions are choosing alternative international locations, not foreign campuses inside India.
Europe has seen dramatic rises: Germany, driven by a 40–60 per cent cost advantage over North America; Ireland, where demand is healthy and constrained more by capacity than appetite; France, with a 17 per cent annual increase in Indian enrolments reaching roughly 8,000 students in 2024–25; and the Netherlands with around 3,500 Indian students. Singapore shows 25 per cent year-over-year growth; Japan and Korea are witnessing rapid expansion; New Zealand reports a 34 per cent enrolment increase.
Dubai offers the clearest counterpoint. In 2024–25, Dubai hosted approximately 42,000 students across 37 international branch campuses, with Indian students comprising 42–43 per cent of the international cohort. Overall enrolment in Dubai’s higher education grew by more than 20 per cent, with the international share rising from 25.3 per cent to 29.4 per cent in a single year. Interest from India has grown almost threefold in enquiries and conversions, driven by safety, proximity, and emerging industries in blockchain, fintech, and energy.
Crucially, Dubai’s model offers what India-based TNE cannot: actual international relocation to a global city, post-study work pathways, integration into the local economy, and daily exposure to a genuinely international environment. Students do not simply acquire a foreign credential; they live, work, and network internationally.
The crushing implication for India-based TNE is this: students facing restrictions in traditional destinations choose other international locations – not foreign-branded education delivered domestically in India. Survey data indicating that 91 per cent of students want “some form of international exposure” clarifies why. They do not want foreign credentials earned at home; they want actual international experience.
India-based TNE thus competes simultaneously with domestic Indian universities that undercut it on cost by 40–70 per cent, and with a widening menu of international destinations that outcompete it on experience, migration opportunities, and long-term returns. This is not a marginal disadvantage. It is a structural mismatch.
XII. Four Drivers That Work Against India-Based TNE
Analysis across regions identifies four drivers now shaping Indian students’ destination choices, each of which favours actual international relocation over India-based TNE.
Affordability. Europe and parts of Asia offer a 40–60 per cent cost advantage over North America while still providing international relocation. Against these options, India-based TNE occupies an awkward middle – significantly more expensive than domestic universities, but lacking the migration benefits that justify the fees of full overseas study.
Quality and reputation. Perceived quality remains tied to experience at the home campus, not its offshore version. A degree from University X in Germany or Singapore still signals something different from the same brand delivered in leased space in Gurugram or GIFT City, especially when research infrastructure and faculty depth differ markedly.
Career opportunities. Career outcomes in migration-focused education depend heavily on post-study work rights and longer-term residence options. These pathways are embedded in host-country labour markets, not in branch campuses without corresponding immigration routes. TNE in India cannot deliver the labour-market and settlement options students now treat as integral to the value proposition.
Access and pathways. Countries with clearer, structured education pathways – transparent rules, predictable post-study options, coherent qualification frameworks – are increasingly attractive. The Australia–India ECTA, India–UK CETA, and India–EU FTA have strengthened these structured pathways for students who actually relocate, not for those who remain in India on foreign-branded programmes.
Taken together, these drivers explain why, when Canada restricts, students look to Germany or Singapore – not to Canadian campuses in India; when the UK limits dependants, they investigate Ireland, the Netherlands, or Dubai – not UK-branded degrees in Gurugram.
XIII. Why Even Fear Won’t Save the Model
A plausible counter-argument suggests that hostile visa regimes might create an opening for India-based TNE: families may seek “international credentials without international risk.” A December 2024 survey found 90 per cent of international students in the US reporting moderate to extreme fear about visa status, with only 4 per cent feeling very or extremely safe. Federal policies have included revoking more than eight thousand student visas, suspending new visa interviews, high-profile arrests, and targeted surveillance – contributing to a 17 per cent drop in international enrolment in autumn 2024.
But the fear-driven segment is not looking for rebranded credentials. It is fleeing hostile conditions. Students who describe life as “under siege” are not seeking US-branded alternatives in India; they are exiting the US brand entirely and choosing destinations that combine safety with authentic international experience. Empirically, when traditional destinations become hostile, enrolments redirect to other international locations – Singapore up 25 per cent, New Zealand up 34 per cent, Dubai showing threefold growth. They do not redirect, in any meaningful volume, to domestic versions of those countries’ brands.
Moreover, hostile visa regimes tarnish source-country brands. When governments treat international students with suspicion or overt hostility, families reasonably question whether institutions from those countries – wherever they operate – will provide reliable protection. The foreign brand can become a liability rather than an asset, especially when India-based operations cannot offer offsetting migration benefits.
India-based TNE offers safety without internationalisation – an inferior proposition relative to accessible alternatives that offer both.
XIV. Why Other TNE Models Succeed Whilst India’s Totter
Dubai aligns TNE with migration and residence pathways. Southeast Asian countries – Vietnam, Malaysia, Indonesia – deploy TNE as a tool for rapidly growing in-country skill sets in AI, robotics, med-tech, and green technologies through partnerships with Singaporean, Japanese, and Australian institutions. Governments identify priority sectors and direct TNE toward those specific gaps. TNE campuses are embedded in coordinated education–industry ecosystems where employers co-design curricula, provide internships, and commit to hiring graduates. Success is measured in domestic employment and capability gains, not in headline counts of foreign brands.
Germany uses TNE to maintain teaching capacity while sustaining high-value research ecosystems. German institutions run dual-degree programmes, offshore training centres, and internationalised apprenticeships that create pathways into German research and industrial networks, involving both physical relocation and remote collaboration.
Across these regions, successful TNE models share a common logic: they are anchored in national talent strategies rather than in abstract notions of global visibility. Dubai aligns TNE with migration and residency pathways; Southeast Asia with domestic workforce development; Germany with research capacity and industrial collaboration.
India’s TNE, by contrast, serves none of these functions coherently. It does not offer international relocation or foreign work authorisation. It is not systematically embedded in government-directed workforce plans. It contributes little to research capacity because most campuses lack serious laboratories and doctoral ecosystems. And it does not create distinct talent pipelines, since graduates enter the same labour market as peers from domestic universities.
The result is what I would call a strategic no-man’s-land: insufficient internationalisation to satisfy students seeking global experience, insufficient integration to advance national development goals, and insufficient research depth to reshape knowledge production.
Successful TNE models align three elements: who is being trained, for what labour-market or research roles, and under which migration or institutional arrangements. India’s TNE currently aligns none of these axes. Students seek international credentials but receive domestic experience. Families want migration pathways but get none. India needs capacity building but hosts campuses that compete with rather than complement domestic universities. Foreign universities need revenue but face structural demand and competition that make long-term viability uncertain.
XV. The Seven-Indicator Verification Framework
Families cannot rely on institutional prestige, trade agreements, or conference rhetoric to judge TNE quality. What matters is a set of observable commitments that universities either have or have not made by around Year 2 of operation. Marketing narratives emphasise rankings, international alumni, and visionary partnerships while leaving opaque the concrete decisions that determine whether a campus is a university or a teaching franchise – land, faculty, research, protections, governance.
A highly ranked university can still run a tinsel operation. A mid-ranked one can behave with deep seriousness. The indicators are designed to reveal that difference.
1. Land purchase versus leasing – the permanence test A genuine commitment shows up as land purchased or long-term development rights, with construction timelines and masterplans published and property deeds verifiable by Year 3. Red flags: indefinite leasing of commercial “vertical” space, vague references to future purchase, no published plans or contracts, campuses still in leased offices after several years.
2. Permanent faculty versus rotating visitors – the academic community test By Year 2, at least 40–50 per cent of faculty should be on permanent, multi-year contracts (rising toward 75 per cent by Year 5), with families relocated, research expectations set, and public CVs available. Red flags: 80 per cent or more visiting staff from the home campus, heavy reliance on adjuncts, teaching-only roles, lack of disclosure on faculty composition or research expectations.
3. Research infrastructure versus classroom technology – the university test Genuine universities budget for laboratories (crores over 3–5 years), maintain physical library collections, support faculty research grants, run doctoral programmes, and develop joint research infrastructure with Indian partners. Red flags: investment concentrated in smart classrooms and video technology, a “library” meaning only databases, minimal research funding, no labs, and PhD programmes permanently “under consideration.”
4. Guaranteed mobility versus aspirational exchanges – the international experience test Contractually guaranteed time at the home campus – typically 50 per cent of credits or at least one semester – with 100 per cent participation, costs covered or clearly capped, and published participation statistics. Red flags: language of “opportunities” and “possibilities,” competitive scholarships available to a small minority, extra 10–15 lakh rupees in self-funded costs, and no data on actual participation.
5. Student protection mechanisms versus verbal assurances – the risk test Independently audited escrow funds covering typically 1–2 years of tuition for all enrolled students, legally binding teach-out agreements with named institutions, and clear written triggers for protection if the campus closes. Red flags: generic talk of parent-campus commitment, no escrow accounts, no named teach-out partners, and policies that leave families bearing the full closure risk.
6. Governance transparency versus opaque subsidiaries – the partnership test Published governance structures with Indian representation, clear academic decision-making processes, and public annual reports on enrolment, finances, and outcomes. Red flags: complex SPVs, private-equity-heavy 49–51 ownership structures, undisclosed intermediary roles, and no public governance or financial reporting.
7. Curriculum adaptation versus template importation – the engagement test Thirty to forty per cent of syllabi contextualised to India, faculty with India and South Asia expertise, local research agendas, and community and industry partnerships with visible outcomes. Red flags: copy-paste syllabi from the home campus, Western-only case studies, no local research focus, no community or industry engagement in India.
These indicators are deliberately hard to fake. Each requires sunk capital, structural choices, or published documentation that marketing alone cannot manufacture.
The two-year litmus test is straightforward. By the end of Year 2, a campus that genuinely intends to stay will have bought land or committed to long-term development, hired a substantial permanent faculty core, begun investing in research infrastructure, run its first guaranteed mobility cohorts, put escrow and teach-out protections in place, published governance information, and demonstrated visible curriculum adaptation.
Conversely, a campus that remains in leased office space, staffed primarily by rotating visitors, with no labs, only aspirational mobility, no formal protection mechanisms, opaque ownership, and imported syllabi is signalling that it is keeping exit options open and treating India as a provisional market experiment. At that point, families are no longer speculating about intention. They are reading off the institutional balance sheet.
XVI. How Families Should Use the Framework
The checklist can be worked through in roughly ninety minutes before committing to an India-based foreign campus. Check land-ownership records. Read faculty CVs and LinkedIn profiles. Scan for PhD programmes and research output. Scrutinise mobility clauses in student handbooks. Demand specific closure protections. Probe ownership and curriculum details.
If, by Year 2, a campus cannot demonstrate most of these commitments – especially land, permanent faculty, research infrastructure, and concrete protections – treat it as a high-risk, provisional operation. Compare it seriously with domestic Indian universities that cost 40–70 per cent less. Premium pricing is only justified where there is premium substance. Where that substance is absent, brand alone should not carry the day.
For regulators transitioning from UGC to HECI, the same seven indicators can be embedded into approval and renewal processes, turning what is now advisory into a formal quality floor. Tiered regulatory tracks, mandatory disclosure, and a student protection fund – all grounded in these indicators – would ensure that trade agreements and diplomatic narratives do not override hard questions about land, faculty, research, and risk-sharing.
For institutions, the framework functions as both mirror and map. Minimal-commitment models – leased floors, rotating faculty, no labs, soft promises on mobility – may reduce capital exposure but maximise reputational risk in a market that is becoming more sceptical and data-hungry. The only credible response is to choose depth over display, and to be prepared to demonstrate that choice in land records, contracts, laboratories, governance documents, and syllabi. Institutions unwilling to make these commitments should consider more modest partnership models – joint programmes, research centres, mobility arrangements – rather than over-promising through full-campus rhetoric they cannot sustain.
XVII. The Selection Bias Problem
India’s TNE market shows clear adverse selection: institutions that are financially stressed – many UK, some Australian – are disproportionately the ones entering, while financially secure European publics, elite Asian universities, and well-endowed US institutions mostly stay away. When universities evaluate India without revenue compulsion, many decide that the capital, complexity, and reputational risks outweigh the returns. Those that still enter often do so because they have fewer alternatives at home.
UK universities arrive predominantly from financial pressure – frozen home tuition at £9,250 since 2017, rising costs, and heavy dependence on international student fees that now make up 30–40 per cent of income at many institutions. The November 2024 Office for Students projection (72 per cent of English universities in deficit by 2025–26) contextualises everything. When seven of the nine UK universities entering India are working through a single intermediary, this is not nine distinct institutional strategies; it is operational convergence around what one provider can deliver – leased vertical campuses, shared back-end, PE-style joint ventures.
Australian universities bring long regional TNE experience in Southeast Asia and operate within a government framework explicitly designed to support education exports. But Australian government research is strikingly candid: around 10 per cent of branch campuses globally have failed and ceased operations, and many institutions – including Australian ones – have discovered that running an overseas branch is “complex and usually unprofitable.” Even experienced players approach India with an awareness of risk and margin fragility that families should take seriously.
US universities are conspicuous by their near-absence – just one approved campus, no Ivy League, no flagship state university, no top-tier private research institution. This restraint connects to stronger endowments and diversified revenue among elites, painful memories of past branch campus failures, and governance cultures – trustees, senates, faculty – wary of complex, low-margin, brand-risky projects. That systems with the most financial headroom and brand capital are not rushing into India should temper assumptions that TNE is an obviously attractive or low-risk proposition for high-quality providers.
Canadian institutions are the newest entrants, and their motivation is the most transparent of all. The Canada–India Talent and Innovation Strategy was launched in February 2026 with over twenty university presidents in attendance – the largest-ever Canadian academic delegation to India. Yet the strategic logic was stated plainly by India’s own Foreign Secretary: with Canadian visa refusal rates for Indian students rising to approximately 74 per cent by August 2025, offshore and hybrid campuses are being pursued as alternative pathways because the traditional pipeline has effectively broken. Canadian institutions are not arriving in India because they have assessed it as the right long-term academic home; they are arriving because their international enrolment collapsed – 75 per cent of Canadian universities reported declines in 2025, with undergraduate numbers falling 36 per cent year-over-year. The offshore campus is a workaround dressed as a strategy.
Continental Europe presents the clearest signal through absence. Despite the India–EU FTA’s explicit references to satellite campuses, no major continental European university has opened a campus in India. Germany, France, the Netherlands, and Nordic public universities have instead focused on attracting Indians to Europe – where tuition is low or free and post-study work rights are available – rather than exporting their brands domestically. Singapore’s top universities already recruit Indian students directly into Singaporean ecosystems and have little incentive to cannibalise that flow via India-based delivery.
The pattern of who stays away leads to a blunt conclusion. India’s TNE pipeline shows adverse selection. Systems and institutions under greater financial stress are disproportionately represented. Those with secure funding and strong inbound appeal have chosen not to participate. In such a market, the seven-indicator framework is not optional. It is the minimum due diligence families must perform.
XVIII. The Political Economy of Optimism
Part of what makes verification difficult is structural. Conference circuits, intermediaries, event organisers, and some policy narratives all have structural incentives to amplify urgency, celebrate announcements, and underplay long-term academic risk. Approvals are equated with viability. MoUs are equated with outcomes. The presence of foreign logos is equated with guaranteed quality. In an echo chamber where optimism is monetised and scepticism recoded as obstruction, the families who should be asking hard questions are instead handed brochures.
The two regulatory pathways – GIFT City under IFSCA, and UGC mainland campuses – illustrate this well. GIFT City campuses enjoy an offshore-like financial and regulatory regime: full foreign ownership, 100 per cent income-tax exemption for ten of fifteen years, complete profit repatriation in foreign currency, and relaxed infrastructure norms. But degree recognition is ambiguous – same as the parent-country award, without automatic UGC equivalence. Mainland UGC campuses offer better integration with Indian employers and universities, but fewer financial incentives for providers.
The harder question behind these regulatory choices is: are we building a durable Indian presence, or a fiscally attractive, easily reversible outpost? Once policy discourse frames TNE primarily as a macro-economic tool – a way to stem outward foreign exchange flows, monetise urban land, and show progress on retaining talent – academic questions about faculty permanence, research capacity, governance autonomy, and student protections risk being subordinated to metrics like forex retained and square footage occupied.
XIX. The Canadian Pivot: Adversity or Architecture?
The most vivid illustration of the structural contradiction at the heart of India-based TNE arrived not from a conference panel but from a state visit.
On 2 March 2026, during Prime Minister Mark Carney’s visit to India, the joint India–Canada Leaders’ Statement agreed explicitly to “facilitate the establishment of offshore campuses of leading Canadian institutions in India.” Three hybrid study locations were announced: an innovation campus linking Dalhousie University with IIT Tirupati and IISER Tirupati, a University of Toronto Centre of Excellence in India focused on AI research and development, and a McGill University Centre of Excellence, also AI-focused.
This was preceded, days earlier on 28 February, by the launch of the Canada–India Talent and Innovation Strategy in Mumbai – a framework bringing together over twenty leading Canadian institutions built around four pillars: embedding Canadian capability in India’s priority sectors, translating knowledge and talent into economic outcomes, rebalancing the talent relationship, and demonstrating credibility through speed and delivery. Thirteen new MOUs between Canadian and Indian universities were signed at its heart: the University of British Columbia and Simon Fraser University with O.P. Jindal Global University; the University of Toronto with the Indian Institute of Science and separately with Jio Institute for AI collaboration; Dalhousie with SRM Institute for a Nursing Dual Degree programme; and McGill, Waterloo, Algoma, and others with Indian counterparts across sectors from clean energy to pathway programmes.
The University of Toronto committed CAD $100 million in funding for up to 200 fully funded scholarships for Indian students to study in Canada. The largest-ever Canadian academic delegation to India – over twenty university presidents – preceded the Carney visit and set the stage for these signings.
On its face, this looks like momentum. In practice, it reads as a confession.
India’s Foreign Secretary Vikram Kumaran acknowledged the strategic logic directly: with Canadian visa refusal rates for Indian students rising to approximately 74 per cent by August 2025 – up from roughly 32 per cent previously – offshore and hybrid campuses are being actively pursued as alternative pathways to deliver Canadian educational quality without requiring students to relocate.
Pause here. A country whose visa refusal rate for Indian students has more than doubled in two years is now proposing to bring Canadian education to India because Indian students can no longer reliably get to Canada. The offshore campus is not a vision of deepened partnership; it is a workaround for a broken pipeline.
This matters enormously for the verification framework. The Canada–India strategy presents precisely the kind of diplomatic architecture – Leaders’ Statements, ministerial witnesses, grand delegation visits, hundred-million-dollar scholarship commitments – that this series has warned can be mistaken for institutional commitment. The questions the seven-indicator framework asks do not disappear because the agreement was signed in the presence of a prime minister. They become more urgent.
Is the University of Toronto Centre of Excellence a campus with land, permanent faculty, research infrastructure, and student protections – or a Centre of Excellence in name, occupying leased space, staffed by rotating visitors, with its governance buried in an SPV? Will the Dalhousie–SRM Nursing Dual Degree offer contractually guaranteed clinical experience in Canada, or will those 25 supernumerary seats become another “opportunity” and “possibility” in the student handbook fine print? Will the Algoma pathway agreements produce genuine degree outcomes – or serve primarily as recruitment funnels into programmes that benefit Algoma’s own enrolment recovery?
These are not cynical questions. They are precisely the questions that the structural history of TNE demands. Canadian universities enter this moment from the same position of revenue pressure and enrolment decline documented throughout this instalment: 75 per cent of Canadian universities reported international enrolment declines in 2025, with undergraduate numbers falling 36 per cent year-over-year. The Canada–India Talent and Innovation Strategy is not being launched from a position of abundance; it is a response to crisis.
That does not make it valueless. The Toronto–IISc AI collaboration, linking one of the world’s leading research universities with one of India’s finest scientific institutions, has the shape of genuine research partnership rather than franchise operation. The Dalhousie–IIT Tirupati innovation campus – if it involves shared research infrastructure, joint doctoral supervision, and bidirectional faculty movement – could represent exactly the research-capacity-supplement model that Germany has used to good effect. The nursing dual degree, if the Canadian clinical placements are binding rather than aspirational, addresses a genuine workforce need with a genuinely international dimension.
The word to watch in every one of these agreements is if.
Canada’s pivot to India-based delivery confirms, rather than challenges, the central argument of this series. When visa hostility closes the traditional pathway, the response is not to question whether offshore campuses can substitute for actual international mobility – it is to announce offshore campuses and let the framework papers do the reassuring. India’s Foreign Secretary is right that the logic is coherent as a workaround. But workarounds are provisional by definition. A campus built to circumvent a broken visa system is not the same as a campus built because an institution has decided India is where it wants to be for the next generation.
Apply the two-year litmus test. By early 2028, we will know whether the University of Toronto Centre of Excellence has bought or developed land, hired permanent faculty in India, produced joint research output with Indian partners, and enrolled students under binding mobility guarantees – or whether it remains a Centre of Excellence in a leased floor of a business park, staffed by rotating faculty, with governance documents that nobody outside the SPV has read.
The Canada–India Talent and Innovation Strategy deserves a fair hearing and genuine scrutiny in equal measure. The announcement is real. Whether the architecture behind it is real is what the next two years will tell.
XX. What It All Adds Up To
The evidence from multiple independent sources accumulates. India-based TNE faces structural challenges arising from migration-focused demand it cannot access, source institutions entering from positions of financial pressure, competitive disadvantage against both domestic alternatives and expanding international options, ownership structures enabling profit extraction while limiting institutional exposure, intermediary concentration (seven of nine UK universities through one company), and strategic positioning that Ram Sharma describes as a zero-sum game where early indications show we are not getting any real capital flowing in.
The choice between provisional arrangements and substantive commitment remains open – but only if families demand verification through concrete indicators before enrolment, policymakers implement mandatory disclosure addressing ownership structures and profit extraction mechanisms, and institutions choose genuine commitment over hedging strategies mediated through private equity partnerships.
As TNE functions increasingly as a mirror reflecting global higher education’s uncertainty about its own value proposition, one thing remains clear: India’s students deserve educational partnerships where actions match promises, where governance is transparent rather than opaque, where faculty are permanent rather than rotating, where commitments are binding rather than aspirational, and where substance replaces optimism.
The minimum price of trust is not complicated. It is capital that cannot flee at the first stress. Faculty who cannot rotate out at the first difficulty. Research that is more than a promise. And governance that is legible to those whose lives it will shape.
When campuses show land on the books, faculty on the ground, labs in use, mobility delivered at scale, protections in force, and governance and curriculum adapted to Indian realities – they should be welcomed and even celebrated.
When they do not, India, and Indian families, are entitled to walk away.
I closely followed Finance Minister Nirmala Sitharaman’s Union Budget 2026 speech. What stood out wasn’t just the allocation – it was the conceptual shift: education framed as economic infrastructure, not merely a social sector.
For the first time, a Union Budget explicitly connects learning outcomes to export competitiveness, industrial corridors, and global value chains.
Four announcements merit attention:
High-Powered Education-to-Employment Committee A standing committee tasked with aligning learning outcomes to services-led growth, exports, and emerging technologies like AI. This moves us from credentialism to capability. The critical question: will it have enforcement authority, or remain advisory?
AVGC Content Creator Labs in 15,000 Schools and 500 Colleges India’s Animation, Visual Effects, Gaming, and Comics sector is expanding into global markets facing acute talent shortages. Early exposure to creative and technical production skills could position India as a preferred supplier of job-ready talent. But infrastructure alone won’t scale this – it needs to be underpinned by foundational learning improvements and sustained teacher capacity building.
One Girls’ Hostel in Every District A direct intervention addressing a persistent access barrier. Establishing hostels near higher education and STEM institutions will measurably improve women’s participation and retention rates.
Five University Townships Near Industrial and Logistics Corridors The most structurally ambitious proposal. Co-locating universities, research facilities, skilling centres, and industry within integrated ecosystems creates a production system, not parallel schemes. These townships could function as gateways to both domestic manufacturing and global value chains.
What remains unspecified: The Budget is clear on where learners should end up. What’s under-defined is how responsibility for outcomes will be shared among universities, regulators, and employers. Detailed governance models, quality benchmarks, curriculum co-ownership, and placement pathways would eventually need to be drawn up in detail. Faculty development and institutional autonomy will be decisive – outcomes-led systems depend as much on empowered educators as on aligned employers.
What Was Not Addressed: Transnational Education and International Branch Campuses
No direct references were made to transnational education (TNE), international branch campuses (IBCs), or the NITI Aayog report on internationalisation of higher education released just weeks before the budget in January 2026.
The only international education dimension mentioned was a reduction in Tax Collected at Source (TCS) under the Liberalised Remittance Scheme from 5% to 2% for education and medical remittances abroad. This provides modest relief for families sending students overseas but does not address inbound internationalisation or regulatory frameworks for foreign universities.
The silence is notable. The NITI Aayog report proposed a comprehensive roadmap including Vishwa Bandhu Scholarships, a USD 10 billion Bharat Vidya Kosh research fund, an Erasmus+-style Tagore Framework, and regulatory easing for foreign campuses – all aimed at transforming India into a global education hub by 2047.
As of early 2026, 17 foreign universities (mostly from the UK) have announced plans to establish campuses in India under UGC 2023 regulations, and IBCs can operate with regulatory exemptions in GIFT City since 2022. However, without budgetary allocation or policy signals in Budget 2026, implementation timelines and government support mechanisms remain unclear.
The underlying logic remains simple: India’s demographic dividend is not automatic. It requires education, skills, and employment to move in sync – and increasingly, in both directions across borders. If implementation matches intent on the domestic front, these measures could convert India’s talent base into an exportable advantage. But without parallel progress on inbound internationalisation, we risk addressing only half the equation.
The dividends – economic, social, and strategic – now rest on execution, institutional collaboration, and whether the next policy cycle addresses what this budget left unspoken.
Transnational Education (TNE) in India has arrived at a paradoxical moment. Never before has there been such policy openness, institutional interest, or market visibility for foreign universities to operate on Indian soil. And yet, never before has the underlying logic that once justified international education been so visibly eroding.
To understand the state of TNE today, one must begin with what has quietly disappeared: the migration dividend.
The Broken Chain
For two decades, international education – whether pursued abroad or mediated through offshore models – carried an implicit promise. Study would convert into work. Work would convert into mobility. Mobility would justify cost. That chain is now broken, not by ideology but by labour markets.
Job cuts, hiring freezes, AI-driven compression of entry-level roles, and tightening visa regimes across the UK, Canada, Australia, and Europe have hollowed out graduate pathways with remarkable speed. The conversion that once seemed automatic now seems arbitrary. The premium that once seemed durable now seems negotiable.
TNE enters India precisely at this moment of contraction.
Engagement Without Commitment
What India is currently attracting is not institutional confidence, but institutional hedging.
Most foreign university entries into India are low-capital, reversible, and carefully framed. Pathways, pilots, limited programmes, heavy local hiring, and conspicuously cautious language dominate announcements. This is engagement, not commitment. It allows institutions to maintain presence, signal relevance, and preserve optionality while deferring deep exposure to Indian outcomes.
This is rational behaviour. UK and Australian universities are under financial strain, facing falling postgraduate enrolments and volatile policy environments at home. India offers scale, aspiration, and policy welcome – but also reputational risk if outcomes disappoint. Hence the dipstick entries: enough to test temperature, not enough to burn capital.
The danger for India is mistaking attention for allegiance.
The Shift from Institutional Pedigree to Graduate Pedigree
Historically, international education relied on institutional pedigree. Rankings, longevity, Nobel counts, and national reputation substituted for evidence. That logic worked when labour markets were expansive and employers generous – when a “foreign degree” carried categorical advantage regardless of discipline, when “international exposure” closed conversations rather than opened them.
Today, families are no longer buying pedigree backward-looking at institutions. They are interrogating pedigree forward-looking at graduates.
Where do alumni actually land? How long does conversion take? What wage premium survives in the Indian market? Do employers distinguish these graduates meaningfully from those of top Indian private universities? Does the credential translate into career velocity, or merely career entry?
On these questions, most TNE providers are conspicuously silent – not because the answers are negative, but because they are unknown. Outcome data is thin, local labour-market integration is weak, and alumni density is nascent. In a risk-averse environment, absence of evidence becomes evidence itself.
The Employability Illusion
Much of the global employability discourse now feels one cycle behind reality. Research on international students repeatedly shows that agency, effort, and adaptability do not overcome structural constraints – visa regimes, employer risk aversion, occupational downgrading, credential inflation, and saturated entry-level markets.
TNE inherits this problem without the alibi of geography. Once a foreign university operates in India, employability can no longer be deferred to “global exposure” or “international markets”. Outcomes must materialise here, in rupees, in recognisable firms, within timelines families can tolerate.
This exposes an uncomfortable truth: many TNE models were never designed to produce employability. They were designed to deliver curricula, credentials, and reassurance. In an expansive labour market, reassurance was enough. In a tightening one, reassurance without conversion collapses quickly.
AI as the Accelerant, Not the Cause
Artificial intelligence does not create this crisis; it accelerates it.
AI compresses junior roles, commoditises generic analytical skills, and raises the bar for what counts as employable. Graduates who merely know more, write better, or analyse faster are no longer scarce. What remains scarce – and what AI cannot yet simulate – is judgement under ambiguity, problem framing in contested domains, ethical reasoning under pressure, and accountability when answers are unavailable.
This creates a brutal fork for TNE.
Either it redesigns pedagogy around capability formation – fewer students, harder assessment, industry-embedded judgement, AI-transparent evaluation, learning validated by consequential tasks – or it continues producing well-trained generalists for jobs that no longer exist at scale.
Most institutions, candidly, are not structured to choose the former. It threatens enrolment volume, tuition margins, and the marketing narratives on which international recruitment depends. It requires admitting that not everyone can be taught what the market now demands, and that selectivity must precede pedagogy, not follow it.
The Shrinking Target Group Problem
When examined honestly, TNE no longer works for “Indian students” as a mass category.
It works for a narrowing segment: career-directed, India-anchored students seeking specific professional advantage, not migration insurance. It partially works for globally mobile professionals without residency dependence. It does not work for migration-led aspirants banking on credential-as-visa, prestige-first buyers optimising for family approval, or cost-constrained families sold on vague future optionality.
As this target group shrinks under AI and labour-market pressure, the TNE business model comes under strain. Volume assumptions break. Customer acquisition costs rise. Word-of-mouth turns conditional. Credibility becomes fragile – not because institutions fail, but because they cannot deliver outcomes they never explicitly promised but families reasonably assumed.
This is the real risk – not regulatory backlash, but market disillusionment arriving cohort by cohort.
What TNE in India Really Is Right Now
TNE in India today is not a solution. It is a stress test.
It tests whether foreign universities are willing to abandon scale for credibility, replace pedigree narratives with outcome evidence, design education for judgement rather than instruction, and accept that employability is local and measurable, not abstract and global.
It tests whether India is willing to reward commitment over engagement, differentiate between pilots and permanence, demand graduate outcomes rather than institutional logos, and integrate TNE lessons back into the domestic system rather than treating foreign entry as validation by itself.
So far, both sides are cautious. Institutions preserve optionality. Regulators preserve flexibility. Families preserve scepticism. No one wants to be first to commit.
The Quiet Conclusion
TNE in India is neither the revolution its advocates claim, nor the mirage its critics fear. It is something more prosaic and more revealing: a mirror.
It reflects global higher education’s uncertainty about its own value proposition, India’s unresolved structural gaps in quality assurance and employer signalling, and the end of an era where aspiration alone could carry cost and outcomes could be deferred indefinitely.
The next phase will not be decided by how many campuses open, how many FTAs are signed, or how often “internationalisation” is invoked in policy documents. It will be decided cohort by cohort, graduate by graduate, employer by employer – in hiring decisions that cannot be lobbied, salary offers that cannot be negotiated away, and career trajectories that cannot be spun.
In that sense, the future of TNE in India will not be announced. It will be audited.
And that, perhaps, is the most honest place the sector has been in years.
