ARIAS FOR CYBERSECURITY TEAMS

Your agents passed review. Are they still the same agents?

An agent that was reviewed, approved, and has since drifted is a control that expired silently while the register still shows green. ARIAS gives every agent a behavioral baseline at commit, so approval becomes a state you can enforce.

THE PROBLEM

Approval decays, and nothing tells you

Every software control you own assumes a diff shows you what changed. For an agentic system it does not. The risk is not the agent nobody reviewed — it is the agent that was reviewed, passed, and has since drifted out from under its own approval.

Changes that are invisible in review

A reworded prompt, a model upgrade, one added tool. Each arrives as ordinary text in a diff and each one moves behavior materially.

Approvals with no expiry

The register records that an agent was approved. It does not record whether the agent running today is the one that was approved.

No inventory to assess

Agents declared in specs and config never appear in a code review, so the ones missing from your register are the ones nobody wrote in code.

Privilege that travels

When agents delegate to each other, access moves down the chain. A read-only agent reaches delete access two hops away.

THE CONTROL PLANE

Make approval something you can enforce

Behavioral Baselines

Every approved agent gets a recorded fingerprint. You can prove which version was approved, and compare it to what is running now.

Certificates That Expire

Approval carries a shelf life that is enforced rather than tracked. Drift suspends the certificate; you are warned before one lapses.

Decision Rights You Keep

Block mode or monitor mode, per pipeline, per team. Written down, applied uniformly, evaluated automatically. No vendor decides what stops your release.

Permission Fit

The gap between what an agent can do and what its stated role requires — every over-permissioned agent named specifically, tool by tool.

Estate Topology

One map of every agent, tool, memory store and model, including the delegation paths between them, so blast radius is a question with an answer.

Data Residency

Analysis runs where the code lives. Only structured metadata reaches the platform — never source, prompts or credentials.

SCOPE

What ARIAS does not do

A vendor claiming the whole agent lifecycle is telling you something about their honesty, not their coverage. Here is the boundary, stated before you have to ask for it.

Behavioral drift, not data drift

We detect that an agent's definition changed. We do not detect statistical shift in the inputs it receives. Same word, different problem.

No runtime signal

Incidents, live misbehavior and production telemetry sit outside the boundary by design, and are available from tools you already run.

No organizational state

Autonomy and escalation paths are detected structurally. Who is permitted to approve is a governance fact we do not observe.

Pre-production only

ARIAS holds no runtime component. The worst case of a bad ARIAS day is a pipeline that reports incorrectly — never an outage.

Make approval enforceable

We will walk the control loop end to end and show you the evidence that comes out of it.