Your AI's Behavior Changes Daily.
Most Teams Find Out Months Later.

Test what your AI does, not what your policy says.

Most governance platforms verify that you have a policy. ARIA verifies that your AI actually follows it — every day. 630 behavioral fixtures run against your endpoint on a schedule you set. ARIA maintains a rolling baseline per endpoint and alerts you the moment your pass-rate drifts beyond threshold — with severity bands, so a single noisy run never gets mistaken for a real regression.

When drift fires, ARIA tells you which specific test flipped — your jailbreak resistance, your PHI refusal, your hallucination guardrail — not just that something changed. Built on the open-source fairness and adversarial-testing standards your auditors already accept.

The engine that turns signals into defensible action.

ControlMesh sits beneath every assessment, connecting answers across frameworks and time. It's the layer that takes raw signals — assessment answers, behavioral test results, drift events, ingested policy text — and produces decisions your team can act on and your auditors can accept. It's how ARIA tells you not just what is out of compliance, but why, what depends on it, and whether your overall posture is improving or eroding.

• ▸Cascade Radar — when one control fails, the blast-radius is visualized across every framework it touches.
• ▸Posture Trajectory — your overall compliance posture over the last 90 days, plus a forecast of where it's heading.
• ▸Counterfactuals — model the impact of closing a specific gap before you commit engineering time to it.
• ▸Contradiction Scanner — flags when two assessments answer the same underlying question differently.

180 days of proof, not promises.

The Pulse is ARIA's rolling 180-day activity record: every assessment update, every behavioral test run, every policy ingestion, every drift event, in a single tamper-evident timeline. When an auditor asks "show me your governance activity for the period under review", you do — in seconds.

A live, immutable record that proves governance is happening — not a stack of PDFs proving it happened once, six months ago.

Three integration shapes — all live.

Continuous compliance only works if it fits your infrastructure. ARIA supports three integration shapes — pick the one that matches your AI's deployment pattern.

• AShape A · Your CI posts results to ARIA — for teams who already run AI safety tests in their pipeline.
• BShape B · ARIA tests your live LLM endpoint — direct behavioral evaluation on a schedule you set.
• CShape C · Inline enforcement proxy — sits in the request path itself. 19 layered gates screen every call in real time. Streaming supported. Live for OpenAI-compatible and self-hosted endpoints.

Hand it your documentation.

Upload the material a project already produced: policies, procedures, architecture notes, vendor agreements, prior assessments. An LLM-assisted ingestion pipeline reads it and proposes answers to the questions in every framework you selected, instead of asking your team to retype what is already written down.

A PII pre-flight scan runs before any text is sent for processing, every prompt and response is logged, hashed, to the immutable audit trail, and no extracted answer is recorded until a person approves it. This route is entirely optional. If your security review would rather your documentation were not processed outside your environment, skip it. Routes two and three involve no document ingestion at all, and ControlMesh works from those alone. Where this route is used, it can run under your own provider key, which is what we recommend: your documents are processed in your own model account, under your own terms with that provider, with no usage ceiling imposed by us. An Aggi-provided key is available as a convenience, subject to a token allowance. Either way, we will walk your security team through the full data path.

Answer one framework. Get the rest.

Work through the questionnaire for a single framework. Cross-standard propagation carries each answer to its mapped peers across every other framework you operate under, using 183 verified mappings. One answer about data retention reaches the HIPAA, ISO 42001 and HITRUST controls that ask the same underlying question.

Propagated answers arrive as pending review, never as fact. At the same time the Contradiction Scanner compares what you just supplied against everything already in the system and flags conflicts, so a new document cannot quietly overwrite an older, better-evidenced answer.

Continuous evidence, not a filing exercise.

Behavioral test results, drift events and inline gate decisions feed the same graph on their own, without anyone filling in a form. This is the route that keeps the other two from going stale.

From there, Cascade Radar shows the blast radius when a control fails, Posture Trajectory shows the direction you are heading, and Counterfactuals price a fix before you commit engineering time to it. Together they turn a list of gaps into a remediation plan you can put a budget against.