How can an AI tool deployment audit produce one evidence record across HTI-1, §1557, FDA PCCP, and CMS at once?

Because these regimes share a common measurement core — does the model perform as claimed, across subpopulations, and has it drifted — one reproducible evaluation can produce evidence each regime reads against its own controls. Planisphere runs the probe set…

register 09 · Compliance pins· ONC HTI-1
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Answer.

Healthcare regulation · ONC HTI-1.

Because these regimes share a common measurement core — does the model perform as claimed, across subpopulations, and has it drifted — one reproducible evaluation can produce evidence each regime reads against its own controls. Planisphere runs the probe set once and emits a single sha-pinned record that maps to HTI-1's validation attributes, §1557's nondiscrimination check, a PCCP's drift bounds, and CMS's individualized-assessment framing. It is one measurement, many mappings; it does not replace each regime's separate filing or determination.

Cite-anchor: ONC HTI-1 Final Rule — Predictive Decision Support Intervention certification criterion · 45 CFR 170.315(b)(11); maintenance under 45 CFR 170.402(b)

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The mark behind the answer.

ONC HTI-1 can require evidence around clinical workflows, ePHI boundaries, change control, or patient-impacting decision…

predictive-DSI transparency · 31 source attributes · FAVES.

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Try ONC HTI-1 with a free test key.

Start with the free sandbox. Planisphere measures model behaviour and emits a reproducible, sha-pinned record — it does not certify, file, or give legal advice.

API ·

When ONC HTI-1 asks for proof, hand over records — not assurances.

record the duty · seal the receipt · verify offline

Planisphere records each duty event — an output marked, a disclosure shown, a review made — and seals it into a receipt that verifies offline against our published keys. You send hashes, never content. A record is evidence a third party can check; it is not a certification and not a legal determination.

See how a record is checked