HAIEC’s AI Compliance Twin™: A Framework for Ethical, Auditable, and Scalable AI

1.  What is the AI Compliance Twin™?
   The AI Compliance Twin™ is a modular, legally grounded audit engine designed to simulate, evaluate, and report on how AI systems perform across high-risk workflows.
   It:
   Ingests policies, AI models, configs, and data flows
   Applies specific legal frameworks like NYC Local Law 144, GDPR, EEOC rules, HIPAA, and more
   Simulates outcomes to detect bias, gaps, or noncompliance
   Produces shareable, regulator-grade audit reports
    
   What Are We Building Now?
   We’re starting with ethical AI hiring audits — the domain with the most immediate regulations and liability exposure.

Current Workflow:

Ingest: Upload policies, configs, job flows (PDF/JSON/etc.)
Audit: We run rulesets per NYC, EEOC, GDPR, CCPA, and simulate bias
Certify: Export PDF reports or submit for expert/legal review
 
 Expansion Beyond Hiring
The same compliance twin framework applies to:

• Finance:
Use case: Loan algorithms, fraud models
Laws: FCRA, ECOA, GDPR

• Healthcare:
Use case: Diagnosis, insurance triage tools
Laws: HIPAA, FDA AI/ML guidelines

• Government:
Use case: Social benefits screening, predictive policing
Laws: AI Bill of Rights, Executive Orders, GDPR 

• Education:
Use case: Admissions ranking, auto-grading
Laws: FERPA, Title VI

• HR Beyond Hiring:
Use case: Promotion, retention, surveillance tools
Laws: EEOC, ADA, CCPA

• Marketing & Personalization:Use case: User targeting, algorithmic content shaping
Laws: GDPR, CCPA, FTC Fair Use
 
What Makes HAIEC Different?
Compared to other audit tools, HAIEC provides:

Built-in legal mappings (e.g. NYC LL144) instead of vague risk summaries
AI + rules hybrid (simulates bias, doesn’t just flag text)
Exportable PDF reports ready for regulators or legal review
Modular architecture that works with any vendor or ATS
Designed to scale across domains — not just hiring
Created by a team of engineers, TPMs, and ethics experts — not just HR vendors
 
Who It’s For
Startups using AI in sensitive workflows
HR teams needing audit-ready compliance
Legal & risk officers preparing for regulation
Consultants & firms offering AI audit services
Policymakers and regulators seeking tools to standardize enforcement
 
 Roadmap
Pilot partners in NYC, California, and the EU
Extensions for lending, healthcare, and marketing
Formation of public–private ethics councils
Legal-grade simulations for indirect bias and algorithmic drift
Certification module for platform-native transparency
 
Summary
HAIEC’s AI Compliance Twin™ is a scalable, modular governance engine — starting with hiring, but built for every sector where AI affects human lives.

Build with confidence. Audit without friction. Protect your people and your platform.