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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 816a887397d6554e…
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
Reasoning clinicians can inspect, so a recommendation can be accepted or rejected on its merits
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.