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Early access. We’re building this vertical with design partners now; what follows is the product direction, not a shipped integration. Request early access
Clinical Decision Support You Can Verify
Healthcare AI operates in one of the most regulated environments on earth. A black box diagnosis isn't just unhelpful. It's potentially dangerous and legally indefensible.
FDA Scrutiny
Software as Medical Device (SaMD) requires documented clinical reasoning and validation.
Malpractice Exposure
AI-assisted misdiagnosis without explanation creates massive liability for health systems.
Clinician Trust
Doctors won't follow recommendations they can't understand or verify.
Health Equity
Algorithmic bias in healthcare has life-or-death consequences. Regulators are watching.
Aequitas provides the clinical transparency that regulators require and clinicians trust, while maintaining diagnostic accuracy.
Contradiction Screening & Verification
Maps every diagnosis to specific clinical evidence. See exactly which symptoms and labs drove each recommendation.
Formal Logical Analysis
Validates that diagnostic logic follows evidence-based clinical guidelines.
Independent Audit Layer
An independent clinical audit challenges every recommendation for accuracy and safety.
SEE IT IN ACTION
A worked example: a clinical recommendation with its reasoning reconstructed and checked against the stated evidence, end to end.
HEALTHCARE & LIFE SCIENCES
Illustrative sampleClinical Decision Support You Can Verify
Reasoning is traceable, formally verified, and the independent audit passed.
SHA-256 f91d1f52b939c4ec…
Illustrative example; the hash is a real SHA-256 digest of this sample’s content.
IN PRACTICE
Diagnostic recommendations clinicians can verify and trust.
BEFORE
AI suggestions ignored because physicians can't verify reasoning
AFTER
Transparent reasoning increases clinician adoption by 3x
Automated medical necessity documentation.
BEFORE
Days of back-and-forth with payers over undocumented decisions
AFTER
Instant, complete clinical justification for every authorization
Explainable patient-trial matching with eligibility reasoning.
BEFORE
Missed trial opportunities due to opaque matching algorithms
AFTER
Clear eligibility explanations for every recommended trial
Early access: these workflows describe the product direction we’re building with design partners.
Help shape how Aequitas certifies healthcare judgments; we work closely with a small number of design partners.
EXPLORE MORE
Multi-perspective policy analysis with built-in devil's advocate. Surface blind spots before they become headlines.
For InsurTech: underwriting AI with the documented reasoning Colorado SB 21-169 and NAIC market-conduct exams require.
Verify AI-generated research insights. Detect circular reasoning, check statistical validity, and ensure reproducible analysis.