The ProblemHow It WorksDemosRegulatoryAboutContact
The Architecture

Intercept. Evaluate. Seal.
In under 50 milliseconds.

GRACE operates at the framework layer — not inside the model's reasoning. Every action passes through the enforcement kernel before it reaches execution. The decision is deterministic. The record is sealed. The institution owns it.

The Enforcement Flow

Four steps. Every action. Every time.

GRACE enforces the same process for every agentic AI action, regardless of the AI system, vendor, or platform. Fail-closed: if GRACE is unavailable, the action does not execute.

1

Intercept

The AI agent attempts an action. GRACE intercepts it synchronously — before the action reaches its target. The agent waits. Nothing executes.

2

Evaluate Against Policy

GRACE evaluates the proposed action against the institution's current loaded policy. Authority level, threshold checks, scope constraints — all verified deterministically. Median decision time: under 50ms.

3

Assign Enforcement State

GRACE assigns one of six enforcement states. The state is policy-derived and deterministic — the same action under the same policy always produces the same state. No sampling. No temperature. No probabilistic output.

4

Seal the Policy Action Packet

The complete enforcement decision is cryptographically sealed as a PAP using ML-DSA / FIPS 204 post-quantum standards. Tamper-evident, timestamped, institution-owned from the moment of creation.

Policy Action Packet · Live Example
timestamp2026-06-15T09:14:33Z
agent_idaml-triage-agent-v3
action_typeSAR_DISPOSITION
proposedFILE · Case #TXN-44821
———————————
policy_versionBSA-POL-2026-Q2-v4
threshold✓ $38,200 > $10,000
authority✓ BSA_OFFICER · L2
———————————
state✓ ALLOW
decision_ms43ms
signing_algML-DSA-65 / FIPS 204
seal_statusVALID · Tamper-Evident
Institution-owned · Examiner-ready · Post-quantum sealed
Six Enforcement States

Not binary. Not probabilistic.
Six precisely defined states.

Every GRACE enforcement decision results in exactly one of six states. Each state has a defined meaning, a defined outcome, and a sealed PAP.

ALLOW

Action is within policy. Execution proceeds exactly as proposed. PAP sealed.

MODIFY

Action is correctable. GRACE modifies parameters to bring it within policy before execution.

ABSTAIN

Requires human judgment. NOT a denial — defers to human officer with a full explainability artifact.

DENY

Action violates policy and cannot be corrected. Execution is blocked. Reason sealed in PAP.

SHADOW

Parallel non-consequential path. Zero production impact. Full PAP archive from day one.

OBSERVER

Passive monitoring without intervening. Baseline establishment mode.

Zero-Risk Entry Path

SHADOW mode. Build your governance record today — with no operational risk.

Deploy GRACE in parallel alongside existing operations. No vendor notification required. No integration change. Zero operational impact. PAP archive builds from day one.

No vendor notification requiredSHADOW mode runs independently. AI vendors do not need to know GRACE is running.
No integration change requiredNo changes to existing AI systems, workflows, or vendor APIs.
No operational riskSHADOW does not affect any decision, output, or transaction in production.
Full PAP archive from day oneEvery AI action in scope is evaluated and sealed from SHADOW activation forward.
Examiner-ready on activation dateWhen enforcement is activated, the institution has a complete governance record from the SHADOW period.
SHADOW Deployment Timeline
Day 1

SHADOW activated. Existing operations unchanged.

Day 1–30

PAP archive builds. Every AI action evaluated and sealed.

Day 30

First 30 days of governance records available for review.

Day 60–90

Full SHADOW period complete. Examiner-ready archive from day one.

Day 90+

Enforcement states activated at institution's discretion.

Validation Status

These are not claims. These are facts.

624
Tests Passing · 0 Failures
500
Determinism Evaluations · 0 Variance
T‑24
Global Kernel Correctness Theorem · Proven

Mathematical Foundation

GRACE’s architecture rests on 13 formal axioms and 8 proven theorems. The T-24 theorem establishes that the kernel is sound, complete, deterministic, fail-closed, and independently verifiable.

Live on AWS Lambda · us-east-1

The GRACE enforcement kernel is deployed and operational on AWS Lambda in us-east-1. It is not a prototype or simulation. It runs, enforces, and produces sealed PAPs in production infrastructure today.

Request a technical demonstration.

See GRACE intercept, evaluate, and seal a live enforcement decision in your scenario.