Deterministic Governance LLC · Wyoming
AI reasons in probabilities; the actions it takes demand proof. Deterministic Governance holds the patents for the boundary between the two: architectures that let software prove a decision met policy, cryptographically and before it acts, or fail closed.
Thesis
AI systems increasingly take consequential actions: admitting, mutating, exporting, deciding. The decisive question has shifted from "was the model accurate?" to "who authorized this action, under what policy, and can we prove it after the fact?" That is a governance problem, not a model problem.
Deterministic Governance holds the patent applications behind a single discipline for that problem: route every consequential decision through a transactional engine, bind the decision to a cryptographically signed contract, record an auditable trail, and refuse, failing closed, whenever anything cannot be verified.
The result is not a faster model. It is a system whose decisions are replayable, attributable, and tamper-evident. That is the difference between trusting an output and being able to verify one.
AI acts faster than anyone can verify. An agent can read, write, export, and decide in milliseconds. The exposure is not a wrong answer; it is an unauthorized action no one can trace.
Policies, review boards, and model cards sit beside the system. They record intent. They do not stop an unpermitted action at the instant it executes, nor prove afterward that a permitted one was.
Control moves into the execution path. Every consequential action is checked against policy, cryptographically signed when permitted, recorded either way, and refused when anything cannot be verified.
Pending Applications
Probabilistic Admission Control & Deterministic Mutation Governance System
Sign the decision, or escalate to a human.
Issues cryptographically signed decision tokens so a system can prove a decision met policy before any consequential action, or escalates when the evidence is insufficient.
Persistent Mutation Deterministic Cryptographically Audited Behavioral Substrate
Every authoritative change, recorded and verifiable.
A persistent substrate in which authoritative state mutations are deterministic and cryptographically audited, producing a tamper-evident record of how state came to be what it is.
Server-Enforced Deterministic Canonicalization, Profile-Hash Binding, Replay-Verified Export Gating & Fail-Closed Verification State Machine
Canonical, hash-bound, replay-verified exports.
Server-side deterministic canonicalization with profile-hash binding and replay-verified export gating, governed by a fail-closed verification state machine.
Assigned to Deterministic Governance LLC · Patent pending.
Architecture
PostgreSQL 16 under SERIALIZABLE isolation, with retry semantics that hold under concurrent commits.
Decisions and audit records are signed with ECDSA P-256; signing keys held AES-256-encrypted, never in source.
Every error path denies, rejects, rolls back, quarantines, or escalates. No path silently passes.
A signed decision contract binds each decision to its governing policy and the verification evidence behind it, with replay protection.
Every admission decision (admit, escalate, or deny) is recorded as a per-row signed, tamper-evident audit record.
The database schema is bound by SHA-256 and embedded inside signed tokens, so a decision can be re-verified against the exact schema that produced it.
Because the schema hash is bound into the signature, a decision can be re-verified against the exact schema that produced it, and any later alteration becomes detectable. Verification is the product, not a feature of it.
Commercial
The first commercial product built on the FORGE architecture, applying verifiable, governed decisioning to workforce and talent matching.
forgetalentconnections.com →The discipline that threads through all three inventions, stated plainly: when verification cannot be completed, the system refuses rather than guesses.
failclose.com →Standing
Engage
The portfolio and its verification infrastructure are documented and demonstrable. A technical evidence dossier is available on request.
