Does this replace model validation?

No. Validation and EVE solve different problems: validation assesses a model; EVE enforces policy on each action at runtime and records the decision. EVE complements SR 11-7-style model risk management, it does not replace it.

What does an examiner actually receive?

For any decision — including blocked ones — an Ed25519-signed certificate bound to the policy version in force, appended to a hash-chained audit trail, and deterministically replayable to confirm the same verdict.

Does it hold up across model changes?

Yes. The verdict is governed by versioned policy, not by the model, so behavior stays consistent and evidenced even when the underlying model or provider changes.

For Model Risk & Validation

AI governance that produces the evidence SR 11-7 asks for

Regulatory update (April 2026): the Federal Reserve issued SR 26-2, superseding SR 11-7 and SR 21-8 as interagency model risk management guidance. The OCC has stated that generative and agentic AI are novel technologies not themselves within the revised guidance’s scope. References to SR 11-7 on this page describe the historical framework. EVE supports evidence, validation, governance, and control practices that may help institutions operationalize portions of the 2026 guidance; applicability depends on the system, institution, and use case.

Your model inventory and validation program describe intended behavior. EVE AI Core records what a model actually did at runtime — a signed, reproducible decision record bound to the policy version in force.

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The Gap

Validation is periodic; risk is per-decision

Model risk management establishes inventories, tiers, and validation cadences — essential controls, but they describe a model at a point in time. The consequential events happen per decision, at runtime, often across silent model and provider changes. When an examiner asks what a specific automated decision was and why, a validation report is not that record. EVE produces the per-decision record at the moment the decision is made.

What You Get

A runtime control that complements the MRM program

Pre-execution enforcement

Every proposed action is evaluated against versioned policy packs before it executes — fail-closed, no LLM in the decision path.

Decision evidence per call

Each verdict is emitted as an Ed25519-signed certificate bound to the exact policy version that governed it.

Deterministic replay

Re-run any decision and confirm the same verdict — the reproducibility examiners expect from a control.

Model-change resilient

Behavior is governed by policy, not by whichever model is behind the decision, so silent updates don’t silently change outcomes.

How It Fits

MRM states the standard; EVE enforces and evidences it

EVE is the runtime enforcement and evidence layer beneath your model risk program. Your inventory, tiering, and validation stay as they are; EVE adds the pre-execution gate and the signed, replayable decision record. See the enforcement engine on EVE CoreGuard and the evidence layer on EVE Proof.

Common Questions

FAQ

No. Validation and EVE solve different problems: validation assesses a model; EVE enforces policy on each action at runtime and records the decision. EVE complements SR 11-7-style model risk management, it does not replace it.
For any decision — including blocked ones — an Ed25519-signed certificate bound to the policy version in force, appended to a hash-chained audit trail, and deterministically replayable to confirm the same verdict.
Yes. The verdict is governed by versioned policy, not by the model, so behavior stays consistent and evidenced even when the underlying model or provider changes.

See it on one of your decisions

Bring one real decision — see it enforced and proven

We run one of your real decisions through the deterministic gate, show the ALLOW / MODIFY / BLOCK verdict, and let you replay it and verify the signature offline. Founding design-partner pilot from $27,500 (standard $37,500).

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Related: Why EVE · Platform · EVE CoreGuard · EVE Proof.