Current status: public beta / controlled-pilot technology. Production use requires separate review.
FLAGSHIP ENTERPRISE PLATFORM

Govern AI decisions before they become business actions.

Mizan Enterprise is the upper platform for organizations that want an independent control point across business actions, shadow evaluation and governance. The current design-partner surface combines ActionGate, Shadow Pilot and Governance in one tenant-aware workspace.

ONE PLATFORM · THREE MODULES

ActionGate

Evaluate a proposed high-impact business action against authorization, policy, evidence, duplicate/replay and workflow state before execution.

Shadow Pilot

Run Mizan beside the current decision system on masked or synthetic data. The existing system remains authoritative; Mizan produces an independent comparison without executing the customer action.

Governance

Keep policy assessment, risk records, approvals, evidence packages and tenant-scoped audit context in a shared enterprise workspace.

CONTROL STACK

What sits underneath

Evidence Verifierbind claims and actions to declared evidence
Decision kerneldeterministic rules before model suggestion
AlertRouteroute HUMAN_REVIEW operations
Recovery layerunknown outcome / reconcile / rollback patterns
Tenant boundaryseparate customer identity and audit context
Policy Stressinspect controls before rollout
PREFERRED PILOT PATH

Observe first. Integrate later.

The design-partner path is intentionally conservative: one bounded workflow, explicit success criteria, shadow/sandbox evaluation, outcome review, then a separate production assessment only if the evidence justifies it.

01ScopeOne workflow and one policy set.
02Shadow / sandboxNo live execution authority.
03CompareMeasure disagreements and review outcomes.
04Production reviewSecurity, tenancy, support and legal/commercial review.
Boundary: the public/design-partner platform is not an autonomous executor and does not imply production certification.