CMMC secures the room

Someone asked me a sharp question last week: "Does Aggi ARIA do CMMC?"

The honest answer is no, and that answer matters more than a yes would.

CMMC, the Cybersecurity Maturity Model Certification, is now enforced. Phase 1 went live in November 2025, and mandatory third-party certification for Level 2 arrives in November 2026. If you handle Controlled Unclassified Information (CUI) for the Department of Defense, it is no longer optional.

CMMC is built on NIST SP 800-171, the federal standard for protecting that kind of information. It was written to secure an environment through access control, audit logging, encryption and incident response. It certifies that your systems are locked down well enough to hold defense data.

It says almost nothing about what happens when you put an AI model inside that secured environment. That is the gap.

A CMMC assessment can confirm your network is hardened. It cannot tell you whether the model running on that network leaks CUI through its outputs, drifts out of policy over time, or behaves differently next quarter than it does today. A certification made at one point in time cannot, by design, see behavior that changes after the assessor goes home.

So let me be precise about what Aggi ARIA (Aggi Responsible Intelligence Assessor) is and is not.

Aggi ARIA is not a C3PAO, the accredited third-party organization that performs CMMC assessments. It does not issue CMMC certificates. That is an accredited human assessment, and it should stay that way.

What Aggi ARIA does is govern the AI behavior operating inside a CMMC-scoped environment, with continuous behavioral testing, drift detection, and evidence an auditor will actually accept. It does not replace your CMMC program. It covers the part your CMMC program was never designed to watch.

This is where continuous compliance becomes practical. CMMC itself is moving away from one-time certification toward ongoing posture, and AI makes that shift unavoidable, because a model can pass on Monday and fail on Friday.

The measure I care about most is what I call Decision Velocity: how fast you get from "something changed" to "here is a defensible decision." Inside Aggi ARIA, the Intelligence Decision Layer does that work. It is the loop an auditor needs, and the one a contracting officer will eventually ask for.

CMMC secures the room. Aggi ARIA watches what the AI does once it is in it. You need both.