AI for Medicare-certified providers · by invitation

AI you can verify, line by line.

Jubal med is a regulatory AI assistant for hospice, nursing, home health, hospitals and every other certified setting. It researches the actual statutes and regulations behind your question and answers with pinned citations and verbatim quotes that hold up in a survey, a dispute, or an appeal. It never guesses a cite.

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A surveyor cited us under a condition of participation. What does the text actually require?
The authority stack3 sources · quoted verbatim
Statute
42 U.S.C. § 1395x(dd)

The statutory authority for everything below.

Regulation
42 C.F.R. § 418.56

Condition of participation: interdisciplinary group, care planning, and coordination of services.

Survey guidancenot binding law
CMS SOM App. M, Tag L536 · pp. 96–97

What surveyors are told to check for §418.56 compliance.

When the controlling authority isn’t on file, it says so plainly and logs the gap — it never fabricates a cite.

On file42 C.F.R. §§ 416 · 418 · 460 · 482 · 483 · 484 · 485 · 49445 C.F.R. §§ 160 · 16442 U.S.C. §§ 1395 · 1396CMS SOM App. M21 C.F.R.28 states · CO regulations
What it does

A working tool for the compliance seat.

01
Ask

Every question a compliance seat actually has — staffing ratios, documentation duties, patient rights, HIPAA calls — answered with the full authority stack.

answers · cited
02
Analyze

Hand it what just landed on your desk: a facility letter, a deficiency statement, a payer denial. It researches every claim inside and shows where each one stands.

deficiency · payer denial · facility letter
03
Draft

Turn research into work product — cited memos in .docx, ready to back a plan of correction, answer a facility, or stand up to the other side of the dispute.

memo.docx · pinned cites
04
Work

Policies, checklists, in-service outlines, a reply to the email you've reread four times — the everyday drafting and thinking-through, in the same place as the research.

policies · checklists · correspondence
05
Watch

Your answers build a watchlist of the sections your operation relies on, so a changed rule never catches you flat-footed.

42-418.56 · watched
How it works

It reads the law before it cites it.

1

Speaks surveyor, listens operator

You ask the way you'd ask a colleague. Jubal med reformulates into the corpus's terms of art and runs several probes.

"restraint or seclusion" · "resident rights"
2

Reads before it cites

Candidate sections are read in full, with provenance — source, version, retrieval time — pulled for anything that will be cited.

ecfr.gov · point-in-time · content hash
3

Answers with the stack

Statute, regulation, and survey guidance together, each quoted verbatim and dated. Guidance is always badged non-binding.

statute → regulation → guidance
On file

The authorities that govern you, point-in-time aware.

Citations only ever come from text retrieved on demand from this corpus. Questions it can’t ground are answered “not on file” — and every miss is logged, so coverage grows where operators need it most.

42 C.F.R.

Conditions of participation across nine settings — hospice (418), hospitals (482), long-term care (483), home health (484), ASCs (416), dialysis (494), critical access (485), PACE (460)

45 C.F.R.

HIPAA privacy and security (Parts 160, 164)

21 C.F.R.

FDA regulations

42 U.S.C.

Social Security Act statutes (§§ 1395, 1396 families)

CMS SOM

State Operations Manual incl. Appendix M hospice survey procedures — served as guidance, never as law

State law

28 states' statutes; Colorado also includes regulations — CDPHE facility standards (6 CCR 1011-1) and Medicaid rules (10 CCR 2505-10)

How we verify

Every cite comes with its receipt.

Jubal med doesn’t carry the law inside it. It queries binding.law, our separately maintained corpus of statutes, regulations and agency guidance, and every retrieved section arrives with the source it came from, when it was pulled, a content hash, and the dates it was in force. An invented citation has none of those — which is what makes fabrication structurally unavailable rather than merely discouraged.

sourceUrl
ecfr.gov · the official publisher
retrievedAt
2026-07-22 18:42 UTC
contentHash
4e770e60… tamper-evident
validFrom / validTo
2024-01-01 → current
How verification works →
The line it never crosses

It answers regulatory questions. It does not practice medicine.

Built — not just instructed — to refuse clinical judgment. Every question lands in one of three tiers.

Tier 1
No patient involved

Answers fully, with pinned citations.

Tier 2
Patient facts as context

Cites what must be done and documented — never a judgment about the patient.

Tier 3
Patient as the subject

Declines. Eligibility and prognosis belong to the treating clinician; Jubal med cites the process and documentation requirements instead.

From the makers of jubal.law

The same citation discipline lawyers use, aimed at your regulations.

Jubal med is the healthcare sibling of jubal.law, built alongside working hospice operators — starting from the real disputes that cost their teams hours.

Bring your hardest surveyor question.

Invite-only, with founding rates for early members. When someone tells you what the rules say, Jubal med shows you what the rules actually require.