AI compliance certification as a single API call
Clinical AI vendors face five overlapping regulatory frameworks — FDA CDS Guidance, EU AI Act Article 13, ONC HTI-1, CMS-0057-F, and HIPAA. Skippy Certify evaluates any AI-generated clinical output against all five and issues a structured compliance certificate with gap analysis and remediation steps.
Submit
POST your AI output text, the sources cited, and the reasoning chain your system used.
Evaluate
Skippy Certify checks each regulatory requirement: source traceability, confidence calibration, audit trail completeness, human oversight triggers.
Certificate
Receive a structured compliance certificate: pass/fail per framework, gap analysis, specific remediation steps, and an immutable audit record.
What a non-compliant output actually looks like
Two real failure modes Certify flags before they reach a patient, a payer, or an auditor.
An AI summarises a warfarin–amiodarone interaction citing PMID 31234567. That paper was retracted in 2024 for fabricated pharmacokinetic data. The model has no way to know — it was trained before the retraction notice. The recommendation ships unchecked.
Certify checks each cited PMID against retraction registries at assessment time. The retracted identifier is flagged. The certificate returns NON_COMPLIANT under FDA CDS Guidance and EU AI Act Article 13, with the retracted PMID listed and remediation steps included.
no_retracted_citationsAn AI-assisted payer system issues: “Request denied: not medically necessary.” No drug name, no diagnosis code, no clinical criterion cited. The patient's care team cannot appeal effectively. Under CMS-0057-F, this is a compliance violation.
The specific_rationale check evaluates the reasoning chain for clinical specificity. Generic-only language — no drug name, dose, ICD code, or named criterion — triggers NON_COMPLIANT under CMS-0057-F, with exact remediation listing which clinical parameters are absent.
specific_rationaleEvery regulatory requirement, checked automatically
FDA CDS Guidance
EnforcingExpose reasoning chain and data sources to enable independent clinician review. AI that cannot show its evidence chain loses enforcement discretion and risks Class II device classification.
EU AI Act — Article 13
EnforcingCalibrated confidence, auditable decisions, and technical documentation of knowledge base. Non-compliance: up to 3% of global annual revenue.
ONC HTI-1
ActivePerformance documentation for predictive decision support tools in ONC-certified EHRs. Undocumented AI in a certified EHR risks CHPL decertification.
CMS-0057-F
ActiveSpecific, actionable clinical rationale for every PA denial — traceable to named, versioned criteria. AI-driven PA decisions must meet this standard.
HIPAA §164.312(b)
ActiveAudit controls documenting all activity on clinical AI systems accessing PHI. Immutable logs of who queried what and when.
Pre-assembled compliance documentation. Not templates — evidence.
Enterprise customers receive three production-ready artifact packs grounded in Skippy's gate run results, ECE benchmark methodology, retraction monitoring SLA, and key-person documentation. Each pack is suitable for regulator submission — not marketing collateral.
- ·Article 9 — Risk management system
- ·Article 13 — Transparency obligations
- ·Article 14 — Human oversight controls
- ·Article 15 — Accuracy & robustness
- ·Conformity assessment template
- ·Deployer checklist
- ·PCCP gate history (full audit trail)
- ·SaMD categorization rationale
- ·Clinical evaluation evidence
- ·Validation package
- ·Pre-submission meeting template
- ·Post-market surveillance plan
- ·Prior Authorization API conformance
- ·Patient Access API compliance
- ·FHIR R4 conformance documentation
- ·Transparency requirements evidence
- ·Audit trail specification
- ·Implementation guide
Packs are grounded in gate run results, ECE benchmark methodology, and retraction monitoring SLA — not self-certification. Available post-NDA for Enterprise customers.
Every team shipping clinical AI
Start with one framework. See what's missing.
Run a free compliance assessment against any single framework. Enterprise access covers all five with full certificate issuance and audit records.