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Profile of evidence-bundle-spec scoped to EdTech AI bias/equity-coverage evidence. ESSA accountability subgroups (race per OMB SPD 15, EL, economically disadvantaged, IDEA/504, migrant, Title IX gender) + EdTech additional dimensions (foster, homeless, EL WIDA proficiency, primary home language). EdTech-readiness scaffolding, not certification.
GovTech AI Incident Card profile. 18 event types (most extensive of any vertical) + 4-tier severity + 10 regulator-referral pathways with evaluation-state tracking. Covers OMB M-24-10 + agency civil rights + GAO + OIG + Section 508 + ADA Title II + FedRAMP + congressional + Federal AI Use Case Inventory correction.
Profile of evidence-bundle-spec scoped to OMB M-24-10 (Mar 2024) readiness across 8 obligation families: ai-governance + Federal AI Use Case Inventory + rights-impacting minimum practices + safety-impacting minimum practices + OMB M-24-18 AI procurement + Section 508 + Privacy Act/FOIA + NIST AI RMF. GovTech scaffolding, not certification.
RetailTech state-by-state lifecycle tracker for state AG enforcement, state privacy regulator rules (CA CPPA, CO DOJ), state biometric statutes (IL BIPA, NYC, WA, TX CUBI), and pricing-transparency / dark-patterns laws applicable to consumer-facing retail AI.
FastAPI service that drafts AI Procurement Decision Cards (Kinetic Gain Protocol Suite spec #11) from a buyer rubric and vendor Suite documents. First cross-ecosystem bridge: Suite x Decision Intelligence.
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.
Turn a data contract into enforceable, cross-dialect DDL (CHECK/NOT NULL/UNIQUE/PK/FK) for Postgres, MySQL, Snowflake, BigQuery — plus a contract-vs-schema violation checker. Cross-ecosystem hook #5 of the Kinetic Gain portfolio.
DefenseTech state-tracker: lifecycle snapshot of 10 federal authorities regulating DIB AI / cybersecurity / export-control / CUI — DoD CIO, Cyber AB, DIBCAC, DDTC, BIS, NIST, GSA, DCMA, DCSA, NARA-ISOO. 8 distinct enforcement modes, most diverse state-tracker in the Suite.
Healthcare-specific profile of the AI Incident Card. Maps severity/type fields onto FDA MedWatch (21 CFR §803), EU MDR vigilance (Articles 87–89), IMDRF AE Terminology, and a CTCAE-aligned 5-grade clinical severity scale. Healthcare-readiness scaffolding, not certification.
AGPL-3.0 reference impl of GovTech audit-stream. THE FIRST Suite audit-stream with 3 orthogonal invariants: human-agency-officer + Federal AI Use Case Inventory entry + classification-clearance per E.O. 13526. Runs PRFSA × VendorG GovDecide v3.x trajectory end-to-end against mock federal vault + inventory.
Merges N KG Suite Incident Cards from any verticals into a deduplicated cross-vertical incident timeline + regulator-referral matrix + severity distribution + hotspot detection. Buyer-side procurement reviewers consolidating multi-vertical SaaS vendor disclosures.
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.