Open-source starter for state agencies to deploy policy-grounded AI with citation-first RAG, MCP-based policy search, controlled SQL access, local Ollama models, and in-state data handling.

AI-assisted forms framework powering Nordisk förtroendemodell för AI-system.

Personal site documenting real-world AI systems for product safety, regulation, and operational governance.

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.

Formal AI–human arbitration architecture with temporal fairness guarantees for public-sector algorithmic decision-making. Includes the TFAS definition, Temporal Injustice Theorem, and CI/CD deployment gate — EU AI Act Article 14 compliant.

Machine learning pipeline to predict Boston 311 service request resolution times from creation-time features

Specialized assistant for programs and incentives for companies in Portugal, covering national and European funds. It helps entrepreneurs and managers understand which supports they can apply for, what the requirements are, deadlines, and practical steps for application.

GovTech AI Procurement Decision Card v0.3 vault contract profile. 15 government-data categories incl. classified + CUI clearance-gated + FOIA exemption tagging + LEP routing. REQUIRED ai_use_case_inventory_block (OMB M-24-10 Sec.3(a) encoded in Decision Card). 6 categories default NOT a model input.

GovTech audit-stream Operator: per-federal/state/local AI decision-record events hash-chained for OMB M-24-10 + OMB M-24-18 + AI Bill of Rights + Section 508 + Privacy Act + FOIA + NIST AI RMF + EO 14110/14179 evidence. Three invariants: human-agency-officer + Federal AI Use Case Inventory + classification-clearance.

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.

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.

Human-centered generative AI routing system for public-records automation (prototype for Burnes Center AI for Impact)

GovTech Operator: per-jurisdiction ledger of US federal EOs + OMB memos + state government AI laws + local AI ordinances. Distinct from regulator-side trackers — covers government's OWN AI use rules. Seed: OMB M-24-10, EO 14110 (rescinded), CT Public Act 23-16, NYC AI Action Plan.