On 6 and 7 March 2026, the National Health Authority convened the NHCX Innovation Meet at the Indian Institute of Technology Hyderabad. The two-day event doubled as the grand finale of the NHCX Hackathon — conducted from 22 February to 28 February — and as a broader gathering of regulators, state governments, insurers, hospitals, technology companies, and academic institutions to discuss the future of digital health claims infrastructure in India.
I attended both days. What follows is not a summary of the proceedings — NHA's own communications cover that adequately. This is an analysis of what the event revealed about where India's health claims ecosystem actually stands, what problems the ecosystem is trying to solve, and where the most significant gaps remain.
Who Was in the Room
The attendance list tells a story by itself.
The inaugural session on Day 2 was attended by Dr. Sunil Kumar Barnwal, CEO of the National Health Authority; Shri Saurabh Gaur, Secretary for Health, Medical and Family Welfare, Government of Andhra Pradesh; Dr. Girdhar Gyani, Director General of the Association of Healthcare Providers of India; and Prof. G. Narahari Sastry, Dean of IIT Hyderabad. The valedictory address was delivered by Shri Ajay Seth, Chairman of IRDAI. Shri Kiran Gopal Vaska, Joint Secretary and Mission Director (ABDM), concluded the event with a synthesis of the two-day deliberations.
The hackathon itself was organised in collaboration with ten ecosystem partners: IRDAI, IIT Hyderabad, the National Resource Centre for EHR Standards, the General Insurance Council, Google, the Insurance Information Bureau, the National Accreditation Board for Hospitals and Healthcare Providers, the India Insurtech Association, and NATHealth. The jury included representatives from IIT Hyderabad, NRCeS, GIC, Google, IIA, NATHealth, and NHA.
This is not the guest list of a peripheral government event. When the chairman of the insurance regulator, the CEO of the national health authority, a state health secretary, and a consortium that includes Google, the General Insurance Council, and NABH all convene in the same room around the same topic — claims infrastructure — it signals that the ecosystem has reached a level of institutional seriousness that did not exist even two years ago.
What the Hackathon Told Us About the Real Problems
The hackathon received 112 submissions across five problem statements. The problem statements themselves are as revealing as the solutions.
Under the Build track, participants were asked to develop open-source utilities for three specific integration challenges. The first: converting legacy hospital management systems into NHCX-aligned FHIR formats for eligibility checks, claims, pre-authorisation, and communication workflows. The second: converting unstructured clinical documents — diagnostic reports and discharge summaries — into structured FHIR data. The third: converting insurance plan PDFs into NHCX-aligned FHIR bundles.
Read those three problem statements carefully. They are not about building new capabilities. They are about translation — bridging the gap between the systems hospitals and insurers actually use today and the standardised formats that NHCX requires. This tells you exactly where the ecosystem's most pressing friction lives: not in the design of NHCX itself, but in the vast, fragmented, legacy infrastructure that needs to connect to it.
India's hospitals overwhelmingly run on proprietary, non-standardised hospital management information systems. Most insurers built their claims systems years before FHIR existed. The data is there, but it is locked in formats that do not talk to each other. The fact that NHA structured an entire hackathon track around format conversion is a tacit admission that this interoperability gap is the single largest technical barrier to NHCX adoption at scale.
Under the Ideathon track, the problem statements shifted from technical to systemic. Participants were asked to propose business use cases leveraging NHCX capabilities for two challenges: detecting misuse and abuse in claims processing, and optimising claims processing time and cost. Both problem statements were designed to encourage solutions built on standardised FHIR data, ABDM registries, and NHCX workflows.
The significance here is in what NHA chose to ask the ecosystem to solve. These are not product features. They are market-level problems — fraud detection and cost reduction — that NHA is explicitly inviting external innovation to address. This is the posture of a platform operator, not a regulator. It mirrors NPCI's approach with UPI: build the rails, then invite the ecosystem to build the trains.
The Two Days Told Two Different Stories
Day 1 focused on the technical and operational dimensions of the claims challenge. The sessions covered standardisation in claims settlement and the role of artificial intelligence and technology in transforming the health insurance value chain. Technology demonstration stalls were set up by Google, AWS, NRCeS, NABH, and NHA, showcasing infrastructure and innovation within the ecosystem.
Day 2 shifted focus to scale and adoption. The sessions examined the future of claims processing and, critically, the specific barriers and enablers for hospital adoption of NHCX.
This two-day structure is itself diagnostic. Day 1 said: the technology works. Day 2 said: the adoption doesn't.
The distinction is important. NHCX's technical infrastructure is not the bottleneck. The APIs are built. The FHIR standard is adopted. More than 47 insurers and TPAs have connected to the sandbox or live environment — representing nearly the entirety of India's retail health insurance market. The General Insurance Council has confirmed that all health insurers are integrated.
The bottleneck is the provider side. Hospitals are not integrating at the pace the ecosystem needs. The NHA has offered financial incentives under the Digital Health Incentive Scheme — ₹500 per claim or 10 percent of the claim amount, whichever is lower — to encourage adoption. But as Tapan Singhel, chairman of the General Insurance Council, has stated publicly, slow hospital participation remains the primary barrier to NHCX achieving its potential.
The fact that NHA dedicated an entire day of its flagship event to this problem — and brought in state health secretaries, hospital association heads, and technology companies to discuss it — suggests the authority understands that the adoption challenge is not technical but economic. Hospitals need a reason to integrate that is measured in value, not compliance.
Three New Institutional Initiatives
During the event, NHA launched three partnership initiatives that deserve attention for what they signal about the authority's strategy.
The first is the NHCX Champions programme, which recognises organisations that have played a dedicated role in operationalising and scaling NHCX across the payer and provider ecosystem. The second is the ABDM Ambassadors programme, which acknowledges organisations and professional bodies that have actively built awareness of ABDM within their networks. The third is the NHCX–PMJAY Early Integrators initiative, which felicitates organisations that have successfully built modules enabling Pradhan Mantri Jan Arogya Yojana claims to be submitted through NHCX.
The third initiative is particularly significant. PM-JAY is the world's largest publicly funded health assurance scheme, covering over 12 crore families. Bringing PM-JAY claims onto NHCX means integrating the government's own flagship health scheme into the standardised, interoperable claims exchange it has built. This is NHA practising what it preaches — and it creates a powerful demonstration effect for private insurers and hospitals that are still evaluating the platform.
Together, these three programmes indicate a strategic shift. NHA is moving from building infrastructure to building an ecosystem — identifying, recognising, and incentivising the organisations that are driving adoption on the ground, rather than relying solely on top-down mandates.
The State Dimension
One moment during the inaugural session deserves particular note. Shri Saurabh Gaur, Secretary for Health in Andhra Pradesh, described the state's approach to creating ABHA numbers for its entire population and its commitment to building digital public health infrastructure from the ground up.
This matters because NHCX's success will ultimately be determined at the state level. Healthcare delivery in India is a state subject. Hospital networks, government scheme administration, and provider relationships are all managed by state health departments. A state government publicly declaring commitment to ABDM's foundational infrastructure — at an event where the national regulator and NHA leadership are both present — is a leading indicator of where adoption momentum may build first.
If NHCX achieves scale, it will likely do so state by state, much as UPI adoption varied significantly across regions. The states that invest earliest in digital health infrastructure will be the ones where the platform's potential is realised first.
The IRDAI Signal
The event opened and closed with the insurance regulator's involvement. IRDAI was a collaborating partner in the hackathon. Its chairman, Shri Ajay Seth, delivered the valedictory address.
The regulator's presence at this event — not merely as an attendee but as a co-organiser — reinforces a pattern that has been building over the past two years. IRDAI has supported NHCX adoption through collaborative workshops, accelerator programmes, and technical capacity-building rather than enforcement mandates. It has mandated 3-hour cashless authorisation and 30-day settlement timelines through its Master Circular on Health Insurance Business. It has partnered with NHA on multiple accelerator workshops to bring insurers and hospitals onto the platform.
The signal is unambiguous: the insurance regulator and the national health authority are aligned on NHCX as the future of claims infrastructure. For any participant in the ecosystem — insurer, hospital, TPA, technology provider, or financier — the institutional direction is set. The question is no longer whether NHCX will become the standard. It is how quickly, and who will build value on top of it when it does.
What Was Missing
No event analysis is complete without noting what was absent.
The conversation at the Innovation Meet was overwhelmingly focused on two things: data standardisation and claims processing efficiency. These are essential — and they are the right first-order problems for NHCX to solve. But they are not the only problems.
The economic value of the data that flows through NHCX received relatively little attention. When an insurer approves a claim and the platform issues a PaymentNotice — a digitally signed, government-registered confirmation of a specific payment obligation on a specific date — that confirmation has economic value far beyond claims processing. It is, in financial terms, a verified receivable. What happens to that receivable after adjudication — how it is financed, how working capital flows to hospitals, how the 45-to-270-day gap between approval and payment is bridged — was not a central theme of the event.
This is not a criticism. The Innovation Meet was focused on building and scaling the platform itself, which is the right priority at this stage. But it is worth noting that the most economically significant application of NHCX's data — its potential to serve as the trust layer between healthcare and institutional finance — remains a conversation that the ecosystem has not yet had at scale.
Similarly, the patient perspective was present in the event's framing but largely absent from the sessions themselves. NHCX is ultimately meant to benefit the 58 crore lives covered by health insurance in India — through faster discharge, more transparent claims, and reduced out-of-pocket costs. As the platform matures, bringing patient advocacy organisations and consumer voices into these discussions will strengthen both the platform's design and its public legitimacy.
What It All Means
The NHCX Innovation Meet was not a product launch. It was a status report — and a remarkably candid one.
Here is what it told us. The technical infrastructure is built and operational. The insurer side is largely integrated. The hospital side is lagging, and NHA knows it. The regulator is aligned and actively supportive. The state dimension is beginning to engage. The ecosystem is producing real innovation — 112 submissions across five problem statements from a diverse mix of startups, insurers, hospitals, academics, and technologists. And the institutional leadership is framing NHCX not as a compliance tool but as digital public infrastructure with the ambition and architecture to follow the UPI path.
What it also told us — by omission rather than statement — is that the hardest work lies ahead. Building the rails is an engineering challenge. Getting an entire ecosystem of 80,000-plus hospitals, dozens of insurers, hundreds of TPAs, and millions of patients to actually use them — and to derive enough value from using them that they cannot imagine going back — is something else entirely.
India has done it before, with UPI. Whether it can do it again, with healthcare, is the defining question for the next phase of NHCX. The Innovation Meet at IIT Hyderabad suggests the intent is there. The capability is there. The ecosystem is forming. What remains to be seen is whether the platform will create the economic incentives that turn compliance into conviction — and infrastructure into something irreversible.