The Compact

A compliance officer at a $4 billion community bank opens an OCC exam letter. It asks about her AI model risk management framework.

She has 30 days.

She has no dedicated AI team.

The regulators who wrote that letter have been studying AI governance for three years.

This is not a hypothetical. It is the Tuesday morning of a real person at a real institution. The Compact exists because she shouldn\u2019t have to figure it out alone.

The Frontline Asymmetry

The people responsible for governing AI are structurally outmatched by the people examining them.

Most AI governance products aim at risk officers and engineers — roughly 5% of headcount at a mid-market bank. The other 67% — loan officers, tellers, claims adjusters, intake nurses — touch AI-visible workflows every day. They make the decisions the examiner reads first.

The frameworks they were given — SR 11-7, OCC 2011-12 — were written for a different era. The gap between what regulators expect and what institutions can deliver is widening every quarter. And it\u2019s not their fault.

Frontline workforce
67%
Touch AI-visible workflows daily. Make consumer-facing decisions. Zero governance credentials exist for them today. The examiner reads their work first.
Governance team
5%
Where every existing product aims. Not where the risk lives.
Approximate headcount distribution · $12B mid-market commercial bank · illustrative
What the examiner will ask
01Does your workforce know they’re using AI in their daily decisions?
02Can you show me the trail between the model output and the consumer action?
03Who overrode the model last quarter, and was it documented?
04Where is your evidence that fair-lending testing was performed before deployment?

If you can\u2019t answer those four questions with evidence, you don\u2019t have a governance gap. You have an examination finding waiting to happen.

The Vow
AI governance methodology should not be a proprietary secret sold by consultants at $500 an hour. It should be shared infrastructure — held in common.

That\u2019s the founding conviction of The Compact. Not because open methodology is charitable — because it\u2019s the only way to build an actual standard instead of a hundred competing vendor frameworks that fragment the industry and leave the compliance officer worse off than before.

The methodology is Apache 2.0. Open. Forkable. Auditable. The tooling, the coaching, the evidence engine — that\u2019s the business. But the knowledge of how to govern AI belongs to the profession, not to a vendor.

Methodology
Apache 2.0
Open. Forkable. Yours.
Evidence standard
Proof, never attendance
Show the work, not the seat time.
Scope
The whole workforce
Not just the 5% in risk.
The Journey

We call them Postures, not Levels.

A level implies a hierarchy you climb and leave behind. A posture is a stance you hold. A Keeper doesn\u2019t stop being a Witness. The awareness doesn\u2019t go away — it deepens.

The AGRS — AI Governance Readiness Score — is the through-line. Not a one-time assessment but a living metric across six dimensions. Everything The Compact does moves your AGRS.

Witness
L0 · Awareness
~72%

You see AI is here. You touch it every day — in the lending queue, the claims triage, the teller screen. You don’t need to understand the model. You need to know it’s there.

Reader
L1 · Literacy
~15%

You can open a model risk management policy and follow its logic. You can read a validation report and know what it’s claiming. The documentation speaks to you now.

Steward
L2 · Stewardship
~9%

You manage governance day to day. Intake forms, evidence collection, escalation paths — the operational rhythm is yours.

Architect
L3 · Design
~3%

You design frameworks. Not just follow them — build the governance architecture your institution runs on.

Keeper
L4 · Defense
~0.8%

You maintain, evolve, and defend the framework under examination. When the OCC walks in, you’re the one in the room.

Standard-Bearer
L5 · Leadership
~0.2%

You set the standard others follow. 0.2% of the profession. The methodology moves because you move it.

Most people settle at one Posture and become extraordinary there. A teller at Witness who can clearly describe the AI in her workflow is more valuable to the examiner than an engineer at Architect who can\u2019t explain what the model does in plain language.

The Architecture

Learn the posture. Test under pressure. Deploy the evidence.

Three pillars — not three products. They\u2019re three phases of the same journey. The Academy teaches what to do. The Simulator shows where you\u2019d fail. The OS produces the evidence that you didn\u2019t.

Phase One

The Academy

Learn the posture.

The curriculum takes your entire workforce — not just the 5% in risk — from Witness to Keeper. Sentinel, the AI coach, meets each learner where they are. It doesn\u2019t dump L4 material on an L0 person. It asks Socratic questions, supplies templates, and guides the learner through evidence production.

The credential is AGRS — AI Governance Readiness Score — measured across six dimensions: Governance Framework, Risk Management, Technical Controls, Compliance Monitoring, Organizational Culture, and Third-Party Risk. Evidence-based, never attendance-based.

Explore the Academy
Phase Two

The Simulator

Test under pressure.

Before the real exam, you run your institution\u2019s profile through a six-stage enforcement cascade: Trigger, Detection, Response, Cascade, Resolution, Learning. You see exactly where your governance would fail and what it would cost — in dollars, in reputation, in consent orders.

Think of it as the flight simulator for compliance. You crash here so you don\u2019t crash in front of an OCC examiner. Sector-aware: the cascade looks different at a credit union (NCUA) than at a Tier 1 bank (OCC) or a health system (HHS).

Try the Simulator
Phase Three

The OS

Deploy the evidence.

105 governance plugins. 526 operational skills. Evidence generation, policy drafting, risk scoring, audit trails, third-party vendor assessments — the tools that produce the artifacts your examiner expects to see. Hash-chained for tamper evidence. Your tenant, your data.

The Academy taught you what to do. The Simulator showed you where you\u2019d fail. The OS does it at scale — and produces the evidence binder that proves you did.

Explore the OS

Academy improves your AGRS.
Simulator stress-tests it.
OS operationalizes it.

One score. One journey. Three instruments.

Sentinel · The AI Coach
“Welcome. I see your role doesn\u2019t require you to design or validate models — only to recognize them, describe them honestly, and stay within your approved tool set. That\u2019s the whole work at this stage. Let\u2019s start.”

Sentinel is the AI coach that walks with each learner through the AGRS credential ladder. A warm Socratic guide — it asks questions, supplies templates, and generates sector-specific vignettes. Never adversarial. The learner is still learning what to ask.

For a teller at a community bank, Sentinel surfaces scenarios about AI-assisted check deposit scoring. For a claims adjuster at an insurance carrier, it walks through automated severity triage. Same framework, different reality. That\u2019s the point.

Approach
Socratic coaching
Questions before answers
Awareness
Posture-aware
L0 content for L0 learners
Output
Proof Packs
Evidence portfolios, not certificates
Back to Tuesday Morning

That compliance officer has 30 days.
Here\u2019s what those 30 days look like with The Compact.

Day 1–3
Run the Simulator against your institution’s profile. See where the cascade breaks. Get the board-ready threat narrative.
Simulator
Day 4–10
Enroll frontline staff in AGRS L0 — Witness. Sentinel coaches each person in their own role context. Proof Packs begin generating.
Academy
Day 11–20
Deploy OS plugins for evidence generation, policy gap analysis, and audit trail construction. Evidence binder takes shape.
OS
Day 21–28
Stress-test the evidence binder against the examiner’s probable questions. Identify gaps. Fill them.
Simulator + OS
Day 29–30
Walk into the exam with a complete evidence portfolio mapped to your regulator’s control framework.
Evidence ready

Your examiner isn\u2019t waiting. Neither should you.

thecompact.academy · Apache 2.0 methodology · Where AI governance is held in common