Healthcare September 07, 2026 |Bob Klein

Interoperability is scored, so vendor agnostic is a requirement

A timeline graphic. The CMS Interoperability Framework, covering US Core, USCDI v3, Bulk FHIR and IAL2 and AAL2, took effect on 4 July 2026 and does not expire. Below it, the technical score is recalculated in each budget period from FY2026 to FY2030, so the 3.75 points for data infrastructure are at risk every year rather than once.

Part 4 of 6 · Delivering Rural Health Transformation initiatives

In 2025 Congress put $50 billion into the Rural Health Transformation Program. CMS awarded all fifty states in December, and the states are now passing that money down to hospitals, health centers, EMS agencies and universities. This series is written for the people who have to deliver something technical against it, not for a policy audience.

Background you may want first: how the program works and who does what.

Your risk in this one: building one more system the state cannot read, and losing the points every year.

Key takeaway: Interoperability is scored every year against the CMS Interoperability Framework, which is already in effect. Identity matching and terminology mapping are where the cost is, not the connection. Buy nothing you cannot disconnect.

That is the second of the three. A system can exchange data perfectly and still earn nothing, because the people it was bought for never touch it. That is the last one, and it is the one most often left out of the budget.

Most vendors say they are open. It costs nothing to say. What is different about this program is that CMS actually scores it, and it scores it again every year.

Data infrastructure is one of three technology factors in the CMS scoring framework, each worth 3.75 percent. It is an initiative-based factor, which means your state begins at 50 percent of the available points and earns the rest by implementing and hitting milestones. So a state that buys something it cannot get data out of has not just made an architecture mistake. It has capped its own score.

That is the thing I want to make concrete here, because “interoperability” is one of those words that gets nodded at and never priced.

What interoperability actually means in 2026

It is no longer a matter of opinion. CMS published an Interoperability Framework defining what modern health data exchange has to do, and networks meeting it are listed as CMS-Aligned Networks. Several of its criteria took effect on 4 July 2026. If you are spending this money on data infrastructure and building to anything less, you are buying something CMS already considers behind.

The technical requirements are specific and testable, which makes them exactly the right questions to put to a vendor before you sign:

  • FHIR APIs conforming to US Core, with a full capability statement, not “we have an API.”
  • USCDI version 3 or later, with real terminology binding. Labs in LOINC, medications in RxNorm, conditions in SNOMED.
  • Bulk FHIR for whole-record exchange, so you are not paginating a population one patient at a time.
  • FHIR subscriptions for appointment and encounter notifications.
  • Record locator functionality, so a query does not have to guess where the data lives.
  • IAL2 identity and AAL2 authentication for patients and providers, using passkeys or mobile driver's licenses. A verified credential should return records without making a patient register for yet another portal.

Ask for the capability statement. Ask which USCDI version. Ask about Bulk FHIR. Vague answers to those three questions are the most reliable early warning you will get.

One provision worth knowing if you are considering a partner

The framework explicitly supports a delegated model. A provider may use any application or technology partner of their choice to execute transactions. Those partners are business associates under HIPAA with an executed agreement in place, and their actions are treated as equivalent to the provider's own.

That is CMS saying, in its own document, that bringing in a technology partner is a legitimate way to participate. Useful to have in writing when somebody in the room says they would rather wait for their EHR vendor to get round to it.

What connecting to a state exchange actually costs

In Georgia, essentially every telehealth project has to reach GaHIN eventually. Most states have an equivalent. Here is what that work is, roughly in the order it bites.

  • Onboarding and data use agreements. Paperwork and legal review, and it is a queue, not a task. Start it before you need it.
  • Patient identity matching. This is where the real cost is. Your Mary Johnson and their Mary Johnson have to be the same person, reliably, without a national identifier.
  • Terminology mapping. Your local codes to the standard ones. Tedious, unglamorous, and the thing that quietly determines whether anyone can use the data.
  • Transport standards. Comparatively easy. This is the part everyone budgets for.
  • Ongoing conformance. It does not end at go-live. Standards move, and a connection that conformed in 2026 needs attention in 2028.

Notice that the connection itself is nearly the cheapest item on that list. Identity matching and terminology are where the money goes, and they are almost never in the original estimate.

The closed platform trap, described mechanically

I am not going to name vendors. The mechanic is what matters, and it is simple.

A platform you cannot export from fails twice, for the same reason. It fails the data infrastructure score now, because the data does not move. And it fails in 2030, when the funding stops and you discover that everything the initiative produced lives inside something you were renting. Same property, two failures, five years apart.

This is why I keep saying that being technology agnostic is a scored requirement rather than a sales posture. We integrate with what our clients already run. In our own platform that means PointClickCare and Gehrimed in production, with MatrixCare and Netsmart reached through FHIR, HL7 and ADT. Not because agnostic sounds good in a meeting, but because a rural hospital is not replacing its EHR to accommodate a five-year grant, and it should not have to.

What “we own our data” has to mean to be worth anything

Everyone will tell you that you own your data. Push on it. Four questions turn that sentence into something enforceable, and they belong in the contract rather than the sales deck:

  • Schema. In what structure? A PDF export is not your data.
  • Format. Standards-based, or a proprietary dump only they can read?
  • Cadence. On demand, or once a year if you ask nicely?
  • Termination. What happens on the day the contract ends, and how long do you have?

If those four answers are not written down, you do not own your data. You have been told you do.

Terms used in this post

Program vocabulary and acronyms, in the order they appear. Skip it if you already know them.

FHIR
Fast Healthcare Interoperability Resources. The modern standard for moving health data between systems.
US Core
The American implementation guide for FHIR. Says which fields and behaviors are actually required.
USCDI
United States Core Data for Interoperability. The list of data elements a system must be able to share.
Capability statement
A machine-readable declaration of what a FHIR server actually supports. Ask to see it.
Bulk FHIR
Exporting a whole population at once instead of one patient per request.
HIE
Health information exchange. The regional or statewide network records pass through.
ADT
Admit, discharge, transfer messages. The older HL7 feed most facilities still run on.
IAL2 / AAL2
Federal identity-proofing and authentication levels. In practice: verified identity, plus a passkey or equivalent.

One last thing worth flagging. Security validation requirements attach to the network itself, not only to the software connecting to it, so ask early which validations a given program actually requires and who is required to hold them. Ask any partner to answer that in writing, and be suspicious of a fast yes.

The title is the argument. Interoperability is scored, annually, on a testable standard that is already in effect. That makes vendor agnostic a requirement in your procurement, not a preference. Buy nothing you cannot disconnect.

References

Everything above traces to a primary source. Third-party trackers of this program lag by weeks and have been wrong on state totals, so we use them for documents and never for numbers.

Next in this series · Part 5 of 6

Why rural patients don’t use the healthcare technology bought for them

Adoption is what earns the points, not purchase. Six reasons it fails, and the four decisions that change the outcome.

Read Part 5 →

Ask a vendor for their capability statement

If your funded scope touches data infrastructure or exchange integration, the cost is almost never where the estimate puts it. We will read your scope and spend forty-five minutes on what we think the integration actually involves. No cost, and you keep the notes either way.

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