IOA Core — the open-source governance-first kernel for AI orchestration. Clean public repo with OSS-only code, docs, and releases.
Public reports dashboard for the Intent Eval Platform — labs.intentsolutions.io. Methodology-first surface: eval-set browser at v0.1.0; results browser + ingest in Phase 2.
LegalTech compliance Evidence Bundle profile: ABA Model Rules 1.1c8 + 1.6 + 1.6(c) + 1.7 + 1.9 + 3.3 + 5.3 + 5.5, plus attorney-client privilege preservation, plus work-product doctrine preservation. 8 obligation families × 35 required evidence kinds. State bar overlay across CA/NY/FL/DC/PA/TX/IL.
EnergyTech compliance Evidence Bundle profile: NERC CIP-002 through CIP-014 + TSA SD-2021-02C + DOE EO 14028 + FERC Order 2222 + state PUC prudency review. 12 obligation families × 53 required evidence kinds — largest Suite evidence bundle (reflects energy's multi-layered regulatory scope).
Profile of evidence-bundle-spec scoped to AI financial-services bias coverage. ECOA Reg B + CFPB Section 1071 + CFPB UDAAP + OCC/FRB/FDIC joint AI + four-fifths-rule + business-necessity-defended + redlining-pattern-flagged. FinTech scaffolding, not certification.
Profile of evidence-bundle-spec scoped to AI insurance bias coverage. CO SB 21-169 + NAIC AI Model Bulletin Sec.3 + NY DFS CL 7 + CA DOI 2022-5 + EEOC four-fifths-rule + actuarial-soundness defense. Adds the insurance-unique actuarial-soundness-defended coverage status. InsurTech scaffolding, not certification.
Profile of evidence-bundle-spec scoped to AI mortgage / appraisal / pricing tool bias coverage. ECOA Reg B + Fair Housing Act protected classes + mortgage dimensions (LTV/DTI bands, MSA, census tract, majority-minority-tract flag). EEOC four-fifths-rule canonical threshold. PropTech-readiness scaffolding, not certification.
Synthea demo of Stars-ready provider & member engagement analytics with dbt, Great Expectations & Streamlit.
Profile of evidence-bundle-spec scoped to FERPA's 8 obligation families: annual notification (§99.7), school-official exception (§99.31), directory info (§99.37), consent (§99.30), records of disclosure (§99.32), amendment (§99.21), breach response, vendor procurement controls. EdTech-readiness scaffolding, not certification.
“U.S. Provisional Patent Application No. 63/978,753, filed February 9, 2026” Aleph Generalizable Intelligence Convergence Engine (AGICE) - Evidence-Native, Policy-Governed Reasoning with Rollback and Geometrical Multi-Dimensional Transformation (GMDT) via the Complex Operator (−i)
EnergyTech bias Evidence Bundle: population-level equity in essential service delivery (NOT individual decisioning). Load shed allocation + outage restoration + DR + EV charging + rate design + low-income programs. EPA EJSCREEN + Justice40 + state DAC designations. 3 EnergyTech-unique pattern detectors.
Evidence Bundle profile for RetailTech FTC algorithmic-pricing readiness. 12 sections aligned with FTC Section 5 + 2023 algo-pricing guidance + Operation AI Comply + EU Omnibus 2019/2161 + state retail AI laws.
Profile of evidence-bundle-spec scoped to RESPA + TILA-RESPA Integrated Disclosure (TRID) + Section 8 anti-kickback + escrow + ECOA Reg B + HMDA + Fair Housing + GLBA Safeguards + AI vendor procurement. 10 obligation families. PropTech-readiness scaffolding, not certification.
Profile of evidence-bundle-spec scoped to federal/state/local government AI bias coverage. OMB M-24-10 Sec.5(d) + Title VI + ADA Title II + Section 1557 + OFCCP-equivalent + EEOC four-fifths. GovTech-unique LEP dimension + accessibility-pathway-impairment + agency-civil-rights-finding statuses.
Profile of evidence-bundle-spec scoped to pre-market and post-deployment bias / equity-coverage evidence for clinical AI/ML devices. Names the OMB SPD 15 + Section 1557 protected-class taxonomy, Fitzpatrick + sub-cohort dimensions, performance + equity metrics, and decision-document conventions. Healthcare-readiness scaffolding, not certification.
Profile of evidence-bundle-spec scoped to EEOC AI Guidance (May 2023) readiness across 6 obligation families: title-vii-disparate-impact + ada-accommodation + adea-age-fairness + gina-genetic-info-prohibition + eeoc-recordkeeping + ofccp-federal-contractor. HR Tech scaffolding, not certification.
One Action, all 5 Kinetic Gain Suite protocols. Auto-routes changed JSON docs via kg-protocol-detect to the right diff (agent-card / mcp-tool-card / prompt-provenance / evidence-bundle / otel-genai), posts one consolidated PR comment.
OpenProof — Probative infrastructure standard Registered Probative Object (RPO): sealed JSON + human-readable PDF + public hash. Specification + reference demonstration.
Developer tool for making AI agent memory visible, debuggable, auditable, and portable with Walrus-style artifacts.
Profile of evidence-bundle-spec scoped to the HIPAA Security Rule. Names the 18 standards across Administrative, Physical, and Technical safeguards plus expected evidence items per implementation specification. ed25519-signed, audit-stream-emitted. HIPAA-readiness scaffolding, not certification.
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