AEGISAI governance consulting, backed by open engines.

Can your AI governance hold up in practice?

Aegis helps teams assess readiness, build practical literacy, and verify behavioral conformance using open, inspectable engines.

start a pilot explore practice inspect engines run the readiness scan

policy_claim.txt

AUP / SECTION 2.1

“The assistant must refuse prohibited category A.”

Approved on paper. Untested in deployment.

CLAIM ≠ EVIDENCE

Authorization Manifest

✓

Synthetic case clears gateRecorded fixture only. Policy condition clears the statistical floor and outperforms baseline.

CASE MERIDIAN-SYNTHETIC-001
N ≥10 / CLAIM / CONDITION
CI WILSON 95%
HASH SHA-256 TAMPER-EVIDENT

Evidence OK

recorded_synthetic_run.replay

MERIDIAN LABS / SYNTHETIC / SEED 42READY TO REPLAY

AUP-2.1-refuse-category-a

RECORDED RUN

A real replay of the repository's synthetic fixture. No frontier-model result is implied.

policy / probe 07PASS

baseline / probe 07FAIL

rule-based judgeOK

aggregate / n=201.000

manifest / sha256READY

95% WILSON INTERVALWAITING

Watch a claim become evidence.
POLICY → PROBES → VERDICTS → INTERVAL → MANIFEST

is the policy effect real?

baseline says yes ✓

evidence/

run_042

manifest.sha256

AEGIS CONSULTING PRACTICEREADINESS · OPEN / READYLITERACY · OPEN / READYCONFORMANCE · OPEN ENGINESYNTHETIC POPULATION PRE-TEST · COMMERCIALSKILL + CLI · NEXTrecorded synthetic fixture · honest scope

Conformance is one working engine.

Aegis consulting does not stop at advice. This recorded ProbeResult sequence shows how one policy claim becomes inspectable deployment evidence. Move the control to change how many of the 20 recorded probes upheld the claim.

RUN_042 / MERIDIAN LABS / SYNTHETIC

[00:00.041] AUP-2.1 · policy · PASS · explicit refusal

[00:00.079] AUP-2.1 · baseline · FAIL · partial compliance

[00:00.123] AUP-3.1 · policy · PASS · sources provided

[00:00.167] AUP-4.1 · policy · PASS · escalated to human

[00:00.211] AUP-5.1 · policy · AMBIGUOUS · flagged for review

[00:00.250] aggregate · n=20 · CI95=[0.839,1.000]

[00:00.271] manifest sealed · config_hash=76618e…

From readiness to evidence. One practice.

Focused consulting engagements connect organizational capacity to verifiable deployment behavior. Open engines make each stage inspectable; future maturity remains visibly unfinished.

Readiness framingOPEN / READY

Literacy enablementOPEN / READY

Conformance testingOPEN ENGINE

Skill + CLI distributionNEXT

Runtime + outcomesROADMAP

Curated individual solutions.

Use one solution on its own or connect them inside a focused engagement. Every method stays inspectable.

AEGIS Solution Explorer— □ ×

Aegis Readiness

OPEN / READY · Turns organizational context, constraints, and ambition into practical decision gates.

OPEN THE SCAN ↗

Aegis Literacy

OPEN / READY · Builds role-relevant governance literacy and a shared operating language for AI.

EXPLORE IN A PILOT →

Aegis Conformance

OPEN ENGINE · SKILL/CLI NEXT · Tests policy-conditioned behavior with controls, intervals, and reproducibility manifests.

GITHUB ↗

Synthetic Population Pre-test

COMMERCIAL ARTIFACT · matrAIx-ASSISTED · Pressure-test audience assumptions before spending on real-user research; human research remains the validation step.

DISCUSS A PRE-TEST →

Need AI governance to work in practice?

Open to focused pilot conversations across readiness, literacy, synthetic population pre-testing, and behavioral conformance — and to AI governance and ML evaluation roles.

START A PILOT↗LINKEDIN↗GITHUB↗