SUPPORTING AI LAYER / MODEL RISK, AUTHORIZATION & ENFORCEMENT

Assess and control your AI models.
Defend from adversary AIs.

Automate model risk and capability assessments, run the full T&E pipeline, find the best model for the job, and enforce agentic decisions across users, applications, and data.

THE PROBLEM IT SOLVESSiloed model evidence, approval decisions, and runtime controls lead to critical security gaps in the AI models you use. Guard puts you in control of what each model can do.
See Minsky Guard in action
InventoryAssessAuthorizeEnforce
01

Authorization

Define model approval status, mission constraints, user and application permissions, and model-to-data permissions before deployment.

02

Intelligence

Extract vulnerabilities and capabilities, characterize risk, and collect test and evaluation evidence to inform model decisions.

03

Enforcement

Apply pre-inference policy checks, access and data restrictions, and allow, block, reroute, or report decisions to model requests.

04

Monitoring

Keep invocation logs, decision traceability, policy compliance records, and continuous assessments across AI activity.

MINSKY GUARD / IN PRACTICE

A central model risk & capability registry

Maintain available models, risk levels, capability profiles, approval status, and usage rules in one registry. Bring together model provenance and dependencies, open-source and academic evidence, reliability findings, and operational feedback.

A decision before every model call

The gateway identifies the model, user, application, and request context. Authorization evaluates policy, permissions, and data classification. Only authorized requests reach the selected provider; decisions are logged for audit.

Fit the stack you already use

Integrate a transparent pre-inference gateway with existing APIs and AI endpoints. Import your model inventory, run assessments, generate approval evidence, and enforce the results.

SUPPORTING AI LAYER / ASSESS & GOVERN

Traceable evidence behind every deployment decision.

Guard is a supporting AI layer that assesses model risk and capabilities, defines authorization, and enforces runtime controls. It helps govern the AI behind our products, alongside Minsky Platform and the IPE and STIO mission solutions. Guard is part of Minsky One.

What is your mission
and what are your questions?

Contact us to describe your use case. We’ll show you how Minsky can solve it today.

About Minsky Guard

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