Reference implementation for turning connected-asset predictions into portable, evidence-bound decision products. Synthetic data. MIT.

Nine MIT-licensed governance patterns for AI in commercial real estate — Fair-Housing Pre-Flight, Lease Provenance, Tenant PII Residency, Autonomy Ladder. Durable artifacts, not slideware. Companio…

Governance patterns for autonomous AI agents in regulated financial services — DEFCON state machine, Sovereign Veto, Audit Chain, EU AI Act mapping

Marketing site for the Autonomy Ladder™ — Regulated-perations AI Governance framework (A0 to A4). Staticsite on Cloudflare Pages. autonomy-ladder.io

Governance patterns for autonomous AI agents in regulated payments — OFAC screening, BSA/AML, Reg E, and a first-class rail-finality / irreversibility dimension. Reference IP (MIT).

Governance patterns for autonomous AI agents in regulated banking: five corrected primitives + tested model-risk effective-challenge & ECOA/Reg B adverse-action controls + a no-bundled-list sanctio…

Governance patterns for autonomous AI agents at SEC-registered investment advisers (Advisers Act §206 fiduciary regime). Five corrected primitives + seven adviser-native controls; primary-source-ve…

Append-only, tamper-evident decision ledger for autonomous agents: a hash chain that names which of five forgery classes was detected, with sovereign-veto + auto-demote-on-drift. Maps to SEC 17a-4(…

Forwardable audit packet for a regulated AI control: vendors a pinned gate, runs fail->fix->pass in one command, emits reviewer-readable evidence. Runnable.

Fail-closed funds-movement gate for autonomous agents: blocks an unauthorized transfer and says why (OFAC 31 CFR 501.603/604). Runnable, test-proven.

Governance patterns for autonomous AI agents in health-insurance / payer operations — UM, prior auth, claims/appeals. Aligned to the NAIC Model Bulletin framework. Reference IP; makes no medical-ne…

MCP eval-gate server: an agent's only path to moving money runs a fail-closed, version-pinned OFAC screen-before-transfer control first. Stdlib-only, zero-install, polarity-proven.

Kunjar Bhaduri — FSI technology executive, AI architect, builder of APEX autonomous trading research system

The Autonomy Ladder™ family — six DOI-archived governance libraries for autonomous AI in regulated operations (banking · payments · payer · private capital · CRE · cross-vertical FS). Start here.