Government

What Kenshiki Does Here

When a public-sector AI decision is challenged, "the model said so" isn't an acceptable answer. Kenshiki unifies build and orchestration with control in a single three-plane architecture across agency workflows. The Claim Ledger satisfies records obligations through per-claim audit trails. The Boundary Gate enforces cross-plane policy propagation — deterministic gate rationale for legislative and IG oversight. SIRE provides portable agent identity, scoping jurisdictional evidence boundaries so governance follows each agent across runtimes.

• Applies agency policy constraints before any model output reaches operators
• Verifies program and adjudication claims against authoritative source records
• Enforces least-privilege access across interagency and contractor workflows
• Produces audit-grade control logs aligned to oversight and records processes
• Supports deterministic reconstruction of AI-assisted decisions for review bodies

Regulatory Context

Public-sector AI adoption is shaped by procurement, records, privacy, and oversight requirements that demand transparent control decisions.

• Federal and state records obligations require durable, reconstructible decision trails
• Privacy and civil liberties requirements constrain data use and model emission behavior
• Inspector general and legislative oversight require defensible system accountability
• Procurement and security control baselines impose strict operational governance expectations
• Public trust standards increase the cost of opaque or unverifiable automated decisions