The model

AI does the hour.
A physician does the four minutes that count.

Software can evaluate, educate and support a patient all the way to the edge of a decision. It cannot make the decision count. So we put a short virtual evaluation at the end: the patient leaves with a real result, the physician is paid for real work, and the record behind both is attested and checkable.

The loop

Everything before the visit is preparation for it.

This is not a discount button on a checkout page. It is the shortest defensible path from a patient's question to a physician's signature — and the reason the signature is worth something is that it is short, not that it is skipped.

1

Evaluate

Structured intake in the patient's own words: the condition, the history, the medication, the document that proves it. Branching, with honest ends built in.

AI · minutes
2

Educate

The patient learns what actually determines their case — the diagnosis, the but-for test, the document — before anyone asks them for money.

AI · minutes
3

Support

Gaps get named: the report to request, the clinician to ask, the answer that will end this honestly. Most people are helped here without a visit at all.

AI · minutes
4

Assess & attest

A short virtual evaluation with a physician licensed in the patient's state, against published criteria, with the packet already assembled. Sign, decline in writing, or ask for one document.

Physician · minutes
5

Two outputs, one record

The determination is bound to an NPI, timestamped, and anchored as a PHI-free receipt anyone can verify.

Automatic · seconds

The patient leaves with a result

Not a maybe, and not a wait. One of four things, each written down:

  • A signed determination they can use
  • An honest no, with the reason, at no cost
  • A hold: see a clinician about this first
  • One specific document to bring back

The physician leaves with reimbursement

The visit is real work and is paid as such — the assessment, the education already done, the plan adopted, the monitoring reviewed. The attested record is what makes it billable and what defends it later.

  • Specialty-matched, licensed in the patient's state
  • Flat fee for the determination, identical for a no
  • One queue, minutes per case, from a phone
Why this shape, and why now

The short visit answers the two objections that kill everything else.

The tax objection. The IRS's 2024 alert exists because companies sold letters written from self-reported questionnaires. A brief evaluation by a licensed physician, against published criteria, with a document in the packet, is a different artefact from a form-filled note — and it is the version an administrator can defend.

The reimbursement objection. Attestation alone does not create billable work; the treating encounter does. Put a real, short encounter at the end and the physician is doing something Medicare and commercial payers already recognise — assessment, care planning, caregiver training, monitoring review — with the documentation generated as a by-product instead of an evening's admin.

The window. The Consolidated Appropriations Act, 2026 extended the major Medicare telehealth flexibilities through 31 December 2027 — home as an originating site, no geographic restriction, audio-only where clinically appropriate, and the expanded practitioner list. A virtual-first model is not a workaround right now; it is the supported path, with a date on it.

Who this is for

Every company whose AI produces something a physician should sign.

Not one vertical. The common shape is: software gets a patient to the edge of a clinical decision, and the company has no licensed physician to finish it — or has physicians whose time is too expensive to spend on the last four minutes.

Digital chronic-care companies

Hypertension, diabetes, CKD, musculoskeletal pain, depression. Many are new to Medicare and now carry clinical oversight, licensure and outcome-reporting obligations they have never had.

The ACCESS Model brought roughly 200 such organisations into Original Medicare, most of them with no prior Medicare experience.

Remote monitoring vendors

Devices generate data all month; payment turns on a clinician reviewing it and making a decision. That review is the bottleneck and the audit exposure.

A monitoring month with no evidenced review is a claim with nothing behind it.

Exercise, nutrition and recovery brands

Real customers with real diagnoses, mixed in with customers who have none. The honest split is the whole product, and neither the brand nor a percentage-paid reviewer can be the one to make it.

First partner: Kinesis Integrated. The same motion fits any programme sold to people under treatment.

Home care and care agencies

Aging at home, post-discharge, dementia. The clinical decisions are constant and the clinician is usually the hardest person in the room to reach.

co-op.care, comfortcard.org and caregoals.com sit here — the family is the care team. Start with the chronic-illness certification.

Health systems and practices

Prevention visits, advance care planning, caregiver training, care-plan revisions — services that exist, pay, and go unbilled because the documentation burden exceeds the payment.

If the assessment writes itself and a physician only has to review and sign, the arithmetic changes.

Employers, TPAs and HSA administrators

They carry the substantiation risk for every letter their members present. A determination with a public receipt and a named physician is the only kind that reduces it.

The receipt is checkable without trusting us, or the member, or the brand.

AI companies with clinical output

Drafts a model produces — a plan, a summary, a rationale — are held until a named physician attests them. Drafting partners plug in on the far side of the gate.

Free pipes, paid brain: the connectors are commodity, the signature is not.

Condition-entry sites

People arrive already searching for the thing that is wrong. The evaluation can start at the moment of the question rather than at a checkout.

hippain.help and the other condition sites are the top of this funnel.
And the families

Most of the decisions happen at a kitchen table.

A family talks it through, decides, and then discovers that nothing they decided is written anywhere a clinician or a plan can act on. The visit is where the family's decision becomes part of the record — and where the clinician's work around it becomes payable.

An adult child managing a parent's care

They answer as proxy, and the record says so. The reviewing physician is licensed where the parent lives, not where the child does.

If the parent qualifies as their tax dependent, the family's HSA may pay for qualified expenses — a question for their tax adviser, recorded, never asserted by us.

A family after a hospital discharge

The two weeks when everything is decided and nobody is documenting. Assessment, plan, and the training the family actually needs to do it safely.

Transitional care and caregiver training are payable services; the family's hours are the care being reimbursed.

A family living with dementia

Care navigation, caregiver support and respite are funded in the GUIDE Model for patients who have an unpaid primary caregiver.

GUIDE participants need documentation and clinician time at volume — exactly what this loop produces.

A family deciding what "enough" means

Goals of care, written down, in the patient's words, adopted by a physician — instead of a decision remembered differently by four people.

Advance care planning is a billable, time-based service, and it is the one families most often never have.

A person on a GLP-1 losing strength

Education about what is actually happening, a determination about whether supervised training treats it, and a document that survives an audit.

Nine conditions like this are live today.

A family with no diagnosis at all

They get told so, in writing, in two minutes, for nothing — and they keep their money and their record clean.

The honest no is the most common good outcome, and it costs the family nothing.
What we won't do

Sell a signature by the yard.

Scale here means a physician's judgment reaches more decisions — never that fewer judgments are made. Every case is individual, every reviewer is paid the same for a no, no service is offered before the medical director signs its criteria, and no letter issues without the document behind it.

Nothing on this page is medical, billing or tax advice, and none of it guarantees payment or eligibility. Telehealth rules, codes and model terms change — the dates here are current as of writing and should be confirmed against CMS. LMN determinations are live in pilot; the rest is in design, no BAA is executed yet, and pilots run on synthetic data until clinical sign-off and privacy safeguards are complete.