Nobody will mandate NHCX. Your regulator, your insurer and your data law will.

Ask a doctor, a hospital insurance desk or an insurer whether they use the National Health Claims Exchange, and the answer is no. Hospitals will not spend money to connect until insurers send real claims through it. Insurers will not send claims until hospitals are connected. No one has ordered anyone to do anything. So how does NHCX ever take off?

Not through one order from the Health Ministry. That is not coming. The push is coming through three other doors, and two of them are already open. But start with what is actually happening on the ground, because the official numbers hide it.

Key findings

  1. The first ABDM rule hospitals had to obey came from the medical education regulator, not the Health Ministry. Its goal was to catch medical colleges that fake patient numbers. Colleges are already being served notices.
  2. The new data law never mentions NHCX. It does not need to. From 13 May 2027, a scanned claim file sitting in a shared inbox can cost a hospital or insurer up to ₹250 crore. The law makes the old way risky.
  3. IRDAI already forces the result, not the method. Insurers must approve cashless treatment within one hour and discharge within three. You cannot do that with PDFs. In August 2026 the official language moved from "try to" towards "penalties for delays".
  4. Insurers cannot simply order hospitals onto NHCX. In India, hospitals hold the upper hand in those contracts. They will accept a system that gets them paid faster than the 30 to 45 days they wait today.
  5. NHA's own dashboard, read in the week of 21 September 2026, shows where the traffic is, and it is not where the premiums are. Government schemes: 46,996 hospitals and 8.89 crore claim messages, riding behind the PMJAY portal. Private insurance: 867 hospitals and 30,246 claim messages since launch. For the urban corporate hospital and the nursing home, nothing has changed yet.

Six terms, one line each

  1. NHCX is a government-run digital post office for insurance claims. Hospitals send a claim in one standard format; the exchange delivers it to the right insurer or scheme. It does not store the data and does not decide the claim.
  2. TPA, third-party administrator: a company that processes claims on behalf of an insurer.
  3. Pre-authorisation: the insurer's approval before treatment starts, which is what makes a stay cashless for the patient.
  4. API request: one message sent through the exchange. A single claim produces several messages, so message counts run higher than claim counts.
  5. Integrator: an organisation connected to the exchange. On the private side, insurers and TPAs. On the government side, the state agencies that run PMJAY and state schemes.
  6. HMIS: the hospital's own software for patient records and billing. ABHA is the patient's national health ID.

First, what we actually know about traction

NHCX handled its first claim in June 2024. A month later the Health Ministry said 34 insurers and TPAs were live, and about 300 hospitals were "ramping up to start sending their claims". Read that again. Insurers: live. Hospitals: getting ready to start. That is the whole problem in one government sentence. NHA had drawn the same line even earlier. In November 2023 it announced ten hospitals onboarded to the NHCX registry, and in the same release described their software clearing the first ABDM milestone as a step towards NHCX integration, not the finish.

Since then, most numbers you see come from software vendors quoting NHA's dashboard, and they contradict each other. So I went to the dashboard. Here is what it showed in the week of 21 September 2026.

NHCX statistics, National Health Authority dashboard, week of 21 September 2026Dashboard last updated 22 Sep 2026, 05:09

Swipe sideways for pre-auth and claim columns →

IntegratorsHospitals onboardedPre-auth API requestsClaim API requests
Private insurance
Insurers and TPAs pay
38867155,3431.55 lakh30,246
Government schemes
PMJAY and state schemes pay
4646,996163,665,03616.4 crore88,866,3878.89 crore

Totals since launch. The two rows are split by who pays the claim, not by who owns the hospital. The government row includes private hospitals that treat PMJAY and state scheme patients, and its 46 "integrators" are state health agencies, not government insurers. One claim creates several messages, so these counts are higher than the number of actual claims.

Three things stand out.

First, NHCX already works, for government schemes. Almost 47,000 hospitals and 8.89 crore claim messages have gone through it for PMJAY and state schemes. Hospitals file those claims in NHA's own portal, TMS 2.0, and the exchange carries them to the state agency that pays. Look closely at that 47,000. India has only about 26,000 public hospitals in total, and PMJAY alone had 16,746 private hospitals in its network in February 2026. So the government row is full of private hospitals.

Second, private insurance has barely started. Twenty-seven months after launch: 867 hospitals and 30,246 claim messages. That is about 1,100 messages a month for the whole country. Those 867 hospitals are about 5% of the 16,746 private hospitals already sending scheme claims through the same exchange. Against India's estimated 44,000 private hospitals, it is closer to 2%. For scale, policyholders claimed ₹1,32,488 crore from health insurers in FY25, as Edition 75 showed from IRDAI's annual report. When people ask how NHCX will gain traction, this is the part they mean, and this is how far it has got.

Third, private insurers are connected but not using it. The dashboard shows 38 private integrators. India has about 35 insurers that sell health cover (27 general insurers and 8 health-only insurers, after Prudential HCL got its licence in July 2026) and 17 licensed TPAs. So most of them are connected. But 34 were already connected in July 2024. Two years added four. And 30,246 claim messages spread across 38 integrators is about 800 each since launch. Being connected is not the same as using it, on the insurer side too.

Who is on the exchange, against who exists Who is on the exchange, against who exists Private payers Private hospitals Government lane 38 integrators vs ~52 insurers + TPAs 867 vs 16,746 PMJAY private hospitals 46,996 vs 36,229 PMJAY network ~73% connected, but ~800 claim messages each since launch ~5% nearer 2% of an estimated 44,000 private hospitals >100% exceeds the PMJAY network: state schemes are counted too, so no ratio The dashboard counts and the totals are defined differently. Read these as rough sizes, not exact shares.

Now match that against the ground. I asked doctors, hospital insurance desks and insurers whether they use NHCX. Every answer was no. The dashboard says they are right. Thirty thousand messages across 38 insurers is about 30 a month each; a claims team handling lakhs of claims a year would never notice them. And 867 hospitals out of roughly 44,000 means that if you call ten private hospitals at random, the number that have ever sent a claim through the exchange is, on average, zero.

Independent research says the same. A WHO-supported study led by the eGov Foundation surveyed 22 organisations and interviewed ten more between September and October 2025: hospitals, insurers, TPAs, software vendors and government teams. Most placed themselves at the exploration or limited-pilot stage. Only national programmes and a few large vendors reported sustained use. Nearly two-thirds put lack of funding or business incentives among their top three barriers, and the authors call adoption uneven and largely compliance-driven. One implementer's line sums it up: FHIR is hard to implement, why should we take the trouble?

There is one more reason your insurer contact may say no and still be wrong about their own company. Private claims often reach the exchange through a TPA, not the insurer. Medi Assist, which administers about a fifth of India's health premiums, told investors in August 2024 that it had processed live claims through NHCX. So an insurer's claims desk can be truthfully unaware while its TPA is connected. The exchange sits two layers below the person you asked. Even so, all of that plumbing has produced 30,246 private claim messages in 27 months.

The eight crore government messages are real, but nobody on the ground calls them NHCX either. A PMJAY hospital files its claims in TMS 2.0, the scheme's own portal. The exchange is the plumbing behind it, invisible to the billing desk. So a mid-tier private hospital in Lucknow or Coimbatore that treats PMJAY patients is already sending claims through NHCX every day without knowing it, while its Star Health and HDFC ERGO claims still leave the building as PDFs. The flagship urban corporate hospital, which often runs little or no PMJAY because the package rates do not cover its costs, has not touched the exchange at all. Neither has the 30-bed nursing home.

So the honest position is this. The exchange works, for the payer that built the connection at both ends. For the private market that pays ₹1.08 lakh crore a year in group and individual health premiums, nothing has changed. As I wrote about ABHA in Edition 61, the headline number and the number that matters are rarely the same.

What has changed for you, by hospital type

  1. Urban corporate hospital. Nothing yet. Same portals, same PDFs, same wait for money. Watch for the first insurer to offer faster settlement for NHCX claims, and prepare for the data law in May 2027, where you carry the largest exposure.
  2. Mid-tier PMJAY hospital. Your scheme claims already ride the exchange through TMS 2.0. Your private insurance claims still go the old way.
  3. Nursing home, 20 to 100 beds. Nothing, and the risk runs the other way. When insurers start demanding standard digital claims, the hospital without an HMIS is the one that falls out of the cashless network.
  4. Clinic. NHCX is for hospitalisation claims. It does not apply to you. The data law does.

That is where we stand. Now the three doors.

1

Door one: the data law

It never mentions NHCX. It does not have to.

India's new data privacy law, the DPDP Act, got its rules on 13 November 2025. They arrive in three steps. The Data Protection Board came first. Consent Managers register from 13 November 2026. And the duties that carry penalties, for every hospital, insurer, TPA and software company that handles patient data, start on 13 May 2027. From that date, failing to keep patient data secure can cost up to ₹250 crore. Failing to report a data breach, up to ₹200 crore.

Now think about what a cashless claim is. A patient's diagnosis, treatment notes, bills and identity, put together by a hospital, passed to a TPA, decided by an insurer. Today that bundle moves as scanned PDFs on portals, email and messaging apps, and hospitals find out what happened by phone. Under the new law, every organisation on that route is legally responsible for that data.

From May 2027, an unencrypted claim file sitting in a shared inbox is no longer a habit. It is a ₹250 crore question.

NHCX is a post office, not a storeroom. The claim's medical and financial details are encrypted end to end. The exchange reads only the address. The law never names NHCX. It simply makes the old way dangerous. That pushes harder than any circular.

2

Door two: the regulator, starting with the one nobody watched

The first ABDM rule arrived to catch ghost patients.

India's first compulsory ABDM rule did not come from the Health Ministry or the National Health Authority. It came from the National Medical Commission, the body that regulates medical colleges. And the reason had nothing to do with digital health. It was about colleges inflating patient numbers to pass inspections.

In June 2024, NMC ruled that from the 2025-26 inspection year, only patients verified with an ABHA ID would count as real patients. That count decides how many seats a college gets and whether it keeps its recognition. In March 2026, NMC told every college to link its hospital software to the ABDM portal within 15 days, reminding them that having an HMIS was already compulsory under its 2023 rules. On 17 July 2026, NMC's Secretary ordered every college hospital to run ABDM-compliant software immediately. Nine days later, 18 medical colleges in Madhya Pradesh got notices: fix the gaps in 15 days or face action, including losing recognition.

That is 836 medical colleges, on the list NMC published on 9 September 2026, every one with a teaching hospital, now on a compulsory ABDM path. The penalty is the one no college can survive: losing its seats. NMC did this to stop fake patient counts. The effect on digital health is the same.

Now the regulator everyone does watch. IRDAI's circular of 8 June 2023 advised insurers and TPAs to adopt NHCX. Its May 2024 Master Circular said insurers may endeavour to get hospitals onto it. Advised. May. Endeavour. That is the language of three years of voluntary adoption.

But the same Master Circular did something harder. It requires insurers to approve cashless treatment within one hour and final discharge within three hours. Those are binding rules. No insurer can meet a one-hour clock across thousands of hospitals on scanned PDFs. IRDAI has ordered the result and left the industry to work out that NHCX is the only pipe wide enough to deliver it.

How the language has moved How the language on NHCX has moved Jun 2023 · IRDAI circular “advised” May 2024 · Master Circular “may endeavour” Aug 2026 · House panel “mandatory integration, penalties for delays” Next IRDAI instrument “shall”? Soft to hard. The order has not been issued. The drafting has started.

In August 2026 the language changed. A Parliamentary committee recommended that insurers, TPAs and hospitals be made to join NHCX, and said IRDAI should issue strict directions to hospitals to connect their billing systems and fine them for delays. The same month, IRDAI's own health insurance committee, chaired by IRDAI's chairman, met for the third time and discussed rewards for joining NHCX, paying through it and settling faster.

The Finance Ministry has joined in too. On 13 November 2025 the Financial Services Secretary chaired a meeting of the General Insurance Council, AHPI, Max, Fortis, Apollo and insurers including New India, Star Health and Bajaj Allianz, and asked both sides to speed up onboarding to NHCX, alongside standard treatment protocols and common empanelment.

From "may endeavour to" in 2024 to "penalties for delays" in 2026 took two years. One word is still missing: shall. When the next IRDAI health circular says insurers shall use the standard, probably worded as "the prescribed e-claim standard through the designated exchange" rather than naming NHCX, the insurer side flips overnight. A licensed insurer cannot opt out of a rule.

3

Door three: the insurer, with one large catch

A mandate that arrives as a payment term, not a demand.

The theory is simple. Insurers make NHCX a condition for staying in their cashless network. Hospitals agree because cashless patients matter more than the cost of connecting. The government has already put money behind this idea. NHA's original 2023 scheme paid hospitals ₹500 per claim, or 10% of the claim, for every insurance claim sent through the exchange. In April 2026 that was reportedly changed to ₹200 per claim, only for PMJAY claims sent through NHCX, with a further condition from July that the hospital's software must meet the latest ABDM standards or earn nothing. Three moves at once: the rate was cut, the money was limited to the scheme NHA itself pays for, and the software bar was raised.

Here is the catch. In India, insurers do not hold the power in that contract. In August 2025 the Association of Healthcare Providers of India, with 15,200 member hospitals, told its North Indian members to stop cashless treatment for Bajaj Allianz customers from 1 September because payment rates had not been revised for years. It served a similar notice on Care Health. Within a week, Bajaj Allianz agreed to the hospitals' terms and cashless was back.

An insurer that cannot hold its own price line will struggle to impose a technology deadline. Insurers can only open this door if NHCX pays the hospital too.

And it does. Hospitals say waiting 30 to 45 days for private insurance payments is one of their biggest complaints. PMJAY's own rules require payment within 15 days for in-state hospitals and 30 for out-of-state cases, and those claims already travel through the exchange. When NHA reviewed its programmes in July 2026, what it highlighted about NHCX was faster payment of approved PMJAY claims and better cash flow for hospitals. A digital channel that gets hospitals paid sooner is worth more to a hospital CFO than any government incentive. The insurer mandate will not arrive as a demand. It will arrive as a payment term. And the proof that the pipe can carry it is already on the dashboard: 8.89 crore claim messages, all for a payer that chose to use it.

That covers the hospital's reason. Insurers have just been handed one of their own. From 1 April 2026, IRDAI's new Fraud Monitoring Framework requires every insurer to run a formal fraud-risk programme and to feed the Insurance Information Bureau's fraud technology framework, which will keep a repository of blacklisted hospitals and vendors. BCG and Medi Assist estimate that ₹8,000 to ₹10,000 crore of claim payouts leak every year through fraud, waste and abuse, and their report names ABDM and NHCX as the real-time data plumbing to fix it. You cannot run fraud analytics on scanned PDFs. So the insurer now wants what the hospital wants, standard digital claims, for a different reason. One caution: IRDAI's rules name IIB, not NHCX, and insurers can buy fraud analytics elsewhere. NHCX only wins this if it becomes the cheapest place to get the data.

The best precedent is PMJAY itself. No private hospital was ever ordered to join. 16,746 did, because the scheme brings patients and pays within 15 days. Private hospitals now account for 6.74 crore of its 11.69 crore admissions. Nobody mandated PMJAY on the private sector. Economics did.

So how does traction actually happen?

Not with one switch. In steps, like a staircase: the biggest and most tightly regulated players first, small clinics last. India has done this before. GST e-invoicing began with companies above ₹500 crore turnover in October 2020 and lowered the bar, notice by notice, to ₹5 crore by August 2023. Make the rule for the group you can regulate. Then widen it.

The staircase The staircase: largest and most regulated first 2026 · HAPPENING NMC: 836 teaching hospitals must run ABDM-compliant HMIS 13 MAY 2027 · LEGISLATED DPDP obligations bite. PDF claim files become a legal exposure 2027–28 · MY FORECAST IRDAI turns “endeavour” into a direction for insurers and TPAs 2028+ · MY FORECAST Network contracts carry the standard, sold on settlement speed Small clinics get eSushrut@Clinic at ₹299 a month, not a claims mandate The first two steps have official dates. The last two are my forecast, based on the August 2026 language.
1

2026: the regulator nobody watched moves first

NMC pushes 836 teaching hospitals onto ABDM-compliant software, with loss of recognition as the penalty. Already happening, already enforced.

2

May 2027: the data law makes the old way expensive

DPDP turns the PDF-and-portal claim file into a legal risk for every hospital, TPA and insurer in the chain. Passed and dated.

3

2027 to 2028: "may endeavour" becomes "shall"

IRDAI turns advice into an order, for insurers and TPAs first, because those are the companies it directly licenses. The August 2026 committee language is the signal.

4

2028 onwards: contracts do the rest

Insurer network agreements carry the standard to the organised hospital market, sold on faster payment rather than compliance. Small clinics get eSushrut@Clinic, the government's own clinic software launched in June at ₹299 a month after subsidy. At launch it had 800 clinics signed up and 680 patient records created. More clinics than records, on the government's own product. Signed up is still not used.

For hospital CFOs, the reason to connect now is the 30 to 45 day wait for payment, not a law that does not yet exist. For software vendors, the winning position is mandate-ready but not mandate-dependent: solve the cash-flow problem in 2026, the DPDP problem in 2027, and let the regulator widen your lead in 2028.

Five numbers NHA should publish

  1. Hospitals with at least one claim in the last 90 days, not hospitals ever onboarded.
  2. Unique claims, not API messages.
  3. Each insurer's share of cashless claims routed through NHCX.
  4. Rupee value of claims settled through the exchange.
  5. Median days from claim to payment, NHCX versus the old route.

The dashboard shows traffic. These five would show adoption.

What would prove me wrong

  • The private claim counter on NHA's dashboard is still a five-digit number in September 2027.
  • IRDAI's committee stops at rewards and never recommends a rule.
  • NMC's Madhya Pradesh notices end in extensions rather than action.
  • DPDP enforcement in healthcare is delayed or watered down before May 2027.

If three of those four happen, the staircase stalls on its first step. My read is that none of them will.

Sources and evidence status

Each source is tagged. Official: a government or regulator document, or its press release. Secondary: reported by someone else and not checked at source. Analysis: my own judgement.

Official
DPDP Rules 2025, gazette notifications of 13 Nov 2025 (GSR 843 to 846(E))Supports: three-phase timeline, 13 May 2027 date, penalty ceilings of ₹250 crore and ₹200 crore. Read via BDO, Grant Thornton and Bar & Bench summaries of the gazette.
Official
MoHFW press release, 21 Jul 2024; NHA and IRDAI accelerator workshop release, 14 Nov 2023Supports: 34 insurers and TPAs live, about 300 hospitals "ramping up to start", first claim June 2024, original ₹500 or 10% incentive; ten hospitals onboarded in Nov 2023 with the first ABDM milestone described as a step towards NHCX integration.
Official
IRDAI circular of 8 Jun 2023 on HCX specifications; Master Circular on Health Insurance Business, 29 May 2024Supports: "advised" and "may endeavour to" wording; one-hour pre-authorisation and three-hour discharge requirements.
Official
NMC public notices 28 Feb and 3 Mar 2026; Office Memorandum 17 Jul 2026; notices to 18 MP colleges, 26 Jul 2026; ABHA-only counting notice, Jun 2024; seat matrix, 9 Sep 2026Supports: every NMC date, the 15-day deadlines, the recognition threat, and 836 medical colleges. Read via Medical Dialogues reporting of the NMC documents.
Official
Parliamentary Standing Committee on Health recommendations, reported 12 Aug 2026; IRDAI IAC Sub-Committee on Health Insurance, meetings of 17 Jul and 28 Aug 2026Supports: mandatory integration recommendation, penalties for delays, sub-committee agenda on NHCX incentives. Via ThePrint, Upstox and Taxguru coverage of the official releases.
Official
PIB, 29 Jun 2026: eSushrut@Clinic launch; NHA National Review Meeting, 17 to 18 Jul 2026Supports: ₹499 list price, ₹200 subsidy, 800 facilities and 680 records at launch; NHCX highlighted for faster PMJAY settlement and working capital.
Official
Department of Financial Services release on the Secretary's meeting with insurers and hospitals, 13 Nov 2025Supports: Finance Ministry asking insurers and hospitals to expedite NHCX onboarding, standard treatment protocols and common empanelment; attendees named.
Official
IRDAI (Insurance Fraud Monitoring Framework) Guidelines, 2025, issued 9 Oct 2025, effective 1 Apr 2026Supports: mandatory fraud-risk framework for every insurer, participation in the Insurance Information Bureau's Fraud Monitoring Technology Framework, IIB caution repository of blacklisted hospitals and vendors. Read via JSA and TT&A legal summaries of the circular.
Secondary
BCG and Medi Assist, "Rebuilding Trust: Combating Fraud, Waste and Abuse in India's Health Insurance Ecosystem", Nov 2025; Medi Assist press release filed with NSE, 21 Nov 2025Supports: ₹8,000 to ₹10,000 crore annual leakage estimate; recommendation of real-time data exchange through ABDM and NHCX. A consultancy estimate, not an audited figure.
Official
AHPI statements and PTI reporting, 22 to 29 Aug 2025Supports: cashless suspension for Bajaj Allianz, notice to Care Health, 15,200 member hospitals, withdrawal within a week.
Official
NHA NHCX statistics dashboard, last updated 22 Sep 2026, 05:09 (screenshot on file)Supports: every figure in the statistics table. Private: 38 integrators, 867 hospitals, 155,343 pre-auth and 30,246 claim API requests. Government: 46 integrators, 46,996 hospitals, 163,665,036 pre-auth and 88,866,387 claim API requests. Cumulative counts of API messages, not unique claims.
Secondary
Vendor-quoted NHCX figures circulating online (42,687 facilities; 12,600 hospitals)Not used in this edition. The first matches the government lane on the dashboard; the second matches nothing on it.
Official
PIB, 23 Mar 2026: MoS Health written reply in the Lok Sabha on AB-PMJAYSupports: 36,229 empanelled hospitals as on 28 Feb 2026, of which 19,483 public and 16,746 private; 11.69 crore admissions authorised including 6.74 crore in private hospitals; claim settlement within 15 days in-state and 30 days for portability.
Secondary
Commonwealth Fund, International Health Care System Profiles: India, May 2026Supports: the estimate of roughly 26,000 public and 44,000 private hospitals. A widely cited estimate, not a census; used only for the "nearer 2%" framing.
Secondary
Payer universe: about 27 general insurers (4 public sector) and 8 standalone health insurers after IRDAI registered Prudential HCL on 1 Jul 2026; 17 TPAs on IRDAI's list as at 3 March 2025, after Raksha TPA merged into Medi AssistSupports: the "~52 regulated insurers and TPAs" denominator and the ~73% figure. Insurer counts from press coverage of the IRDAI registration; TPA count from IRDAI's published list, to be re-checked on the day of publishing. NHCX's definition of "integrator" may not map one-to-one to regulated entities.
Official
IRDAI Annual Report 2024-25, Tables I.26 and I.29, as analysed in Edition 75Supports: ₹1,32,488 crore claimed from health insurers in FY25; health premium of ₹61,435 crore (group) and ₹46,611 crore (individual), ₹1.08 lakh crore together, against ₹9,459 crore for government-sponsored schemes.
Secondary
DHIS Corrigendum 7 (₹200 per PMJAY claim via NHCX, software milestone conditions from Jul 2026)Reported by an integration vendor citing the NHA corrigendum of 9 Apr 2026. Marked "reportedly" in the text. Pull the corrigendum from abdm.gov.in/DHIS before quoting the rate.
Secondary
Jain, Kumar, Vishwanath, Garg and Adapa, "From Compliance to Ecosystem Adoption: A Mixed-Methods Assessment of HL7 FHIR Implementation in India", Preprints.org, posted 24 Jun 2026Supports: the survey of 22 organisations and 10 interviews (Sep to Oct 2025), most at exploration or limited-pilot stage, nearly two-thirds citing lack of funding or business incentives, adoption "uneven and largely compliance-driven". Led by eGov Foundation with WHO South-East Asia support, Gates Foundation funded. A preprint, not peer-reviewed; small purposive sample, as the authors state.
Official
Medi Assist Healthcare Services, Q1 FY25 investor presentation filed with NSE, 14 Aug 2024Supports: "processed live claims through NHCX platform" after completing integration use cases; 21.3% share of health premiums administered as on 30 Jun 2024. A company regulatory filing, not a government document.
Secondary
NATHEALTH paper on NHCX; NHA TMS 2.0 provider manual as read by an integration vendorSupports: 30 to 45 day claim delays as a common hospital complaint; PMJAY claims raised in TMS 2.0 at the hospital and routed over NHCX at the back end.
Analysis
Ground interviews with doctors, hospital insurance desks and insurers, September 2026A small number of conversations, not a survey. Used only to show that the dashboard and the ground agree on the private lane, not to estimate national use.
Analysis
The three-door framing, the staircase, the 2027 to 2028 forecast, the GST e-invoicing comparison, the hospital-type breakdownMy judgement. The e-invoicing thresholds (₹500 crore in Oct 2020 to ₹5 crore in Aug 2023) are from CBIC notifications and are used as a pattern, not a prediction.
Before citing externally: the dashboard figures are cumulative API request counts as displayed in the week of 21 September 2026 (dashboard timestamp 22 September, 05:09); they change daily and are not unique claims. The eGov and WHO study is a preprint with 22 survey respondents; use it as corroboration, not as a national estimate. The dashboard splits by payer type, not hospital ownership, so "government hospitals onboarded" must not be read as public hospitals. The 73%, 5% and 2% figures compare dashboard counts with totals that are defined differently; treat them as rough sizes, not exact shares. The government lane exceeds the PMJAY network because state schemes are counted, so no ratio is given for it. The "IRDAI panel favoured mandatory integration" line in some press reports may belong to the Parliamentary committee rather than IRDAI's sub-committee; I have kept the two bodies separate above.
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