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Operations

An operating system for AI governance.

The gateway supplies the enforcement and the evidence. The operations layer turns that evidence into posture, investigation, response, and reporting workflows your security and compliance teams can actually run day to day.

AI Governance Score

Turn policy, provider, and platform checks into a 0-1000 posture score with prioritized remediation and framework references.

Alert center & response automation

Coalesce governance events into an operational queue, then approve or pre-authorize playbooks that notify, suspend a key, or change policy.

Shadow AI & threat intelligence

Detect provider traffic that bypasses the gateway, import existing proxy logs, and correlate new host or model indicators against prior activity.

Executive reporting

Produce scheduled governance reports, top-offender views, and a single pass/warn/fail sweep for leadership, auditors, or CI.

Multi-tenant administration

Scope usage, alerts, reports, identities, and governance views by organization for business units, regulated subsidiaries, or managed services.

Guardrail observability

Track posture drift, review sampled AI usage for nuanced policy evasion, and flag risky configuration changes before they merge.

Agent memory governance

Apply policy to durable agent memory operations, preserve attribution, and keep memory-related threat findings in the same evidence and response workflows.

IdentityOIDC + SCIM
RemitDeclared vs observed
EnforcementPolicy + threat gates
EvidenceVerified + signed
The operator console

Every governed request, visible in one place.

AssuranceOps — Governance Dashboard
localhost:8080/admin
AssuranceOps governance dashboard
Last 7 days
Requests
12,406
11,980 allowed · 14 upstream errors
Denied by policy
212
1.7% of requests
Total tokens
3.2M
2.1M in · 1.1M out
Spend
$184.32
priced models only
Requests per bucket
Top models by tokens
claude-3-5-sonnet
1.4M
gpt-4o-mini
980K
gpt-4o
612K

The built-in dashboard at /admin — shown with sample data.

Compliance →

Where the evidence comes from, and what an assessor can independently verify.

Features →

The full enforcement surface behind these operational views.

Put your own AI estate on the board.

Request access and we will walk through posture, alerting, and reporting against your environment.

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