HAIQ & DDFA Product Architecture
HAIQ is the real-time fairness operating system for clinical AI. Like any operating system, it runs continuously underneath clinical applications to audit decisions in minutes via HL7 FHIR R4.
The Complete HAIQ Governance Engine
DDFA (Data Diversity & Fairness Auditor)
The core real-time engine. Audits AI-assisted clinical decisions in minutes via HL7 FHIR R4 integration, calculating the Composite Fairness Index (CFI) across demographic matrices.
Explore DDFA Specs →EAMA (Ethical AI Maturity Assessment)
A free, 15-minute self-serve diagnostic that benchmarks institutional AI governance readiness and maps regulatory exposure for executive leadership.
Take EAMA Assessment →ATET (Algorithmic Transparency & Explainer Tool)
Delivers plain-language bedside prompts directly to clinicians when model recommendations diverge for specific patient demographic groups.
Fairness Foundations (FF)
A 12-week capacity-building curriculum for healthcare organizations establishing AI governance, including train-the-trainer modules for Equity Champions.
CRD (Clinical Relevance Dashboard)
Translates DDFA signals into administrator-ready equity metrics, disparity trend reporting, and executive committee compliance outputs.
View CRD Dashboard →SCF (Synod Certified Fairness Mark)
A trust designation mark for hospital networks and commercial AI vendors demonstrating independently verified algorithmic fairness governance.
The Fairness Fast Path
Phase 0: Benchmark
Execute the free EAMA online assessment in Week 1 to identify institutional policy and governance gaps.
Phase 1: The Fast Path (Sidecar Protocol)
Conduct a 30-Day Preliminary Disparity Report on de-identified historical model logs. Zero IT integration or security review required.
Phase 2: Live Pilot
Deploy real-time DDFA bedside auditing in a 6-month live clinical pilot embedded in a single high-priority care pathway.
Phase 3: Enterprise Foundation
Convert to multi-department enterprise licensing with active CRD reporting and Synod Certified Fairness (SCF) designation.