TestMachineCloud-agent governance

TestMachine is targeting 11 of 12 governance requirements.

Agent governance for workflows that move money

AGIS is being built to connect business mandates to policy, testing, enforcement and evidence. R10 vendor oversight is the sole scope exclusion.

DDocumented directPPartial / supportingUUnverified in scope
Coverage ≠ release stage · No aggregate score
Governance requirementAWSGoogle CloudMicrosoftCloudflareAGIS product scope11/12 requirements · Intended scope only*
R1Inventory and identityDRegistry + identityRegistry GA · A1 · A2DRegistry + identityRegistry GA · G1 · G2DRegistry + EntraAgent 365 GA · M1 · M7PPortal + attributionWriteGuard private beta · C1 · C2Know the agent and its ownerTargeted scope
R2Mandate and policyDCedar policy gatePolicy GA; extensions vary · A1 · A2 · A9DIAM + semantic policySemantic policy Preview · G2 · G3PAccess + guardrailsGA administration / Preview agents · M1 · M2 · M3PTool allowlists + tiersWriteGuard private beta · C1 · C2Bind actions to a written mandateTargeted scope
R3Hard money limitsPPayment-session capsPayments GA · A3 · A2UHard aggregate cap unverifiedNo verified mechanism in scope · G3UHard aggregate cap unverifiedNo verified mechanism in scope · M2 · M3UHard aggregate cap unverifiedNo verified mechanism in scope · C1 · C2 · C3Stop spend before it commitsTargeted scope
R4Semantic checksPRules + content signalsDocumented; region limits · A2 · A4DSemantic policy enginePreview · G3DTask AdherencePreview · M2 · M3PContent moderationDocumented / private beta tiers · C2 · C3Check purpose as well as permissionTargeted scope
R5Human approvalPStrands approval flowSDK; managed hooks documented · A5 · A1PADK confirmationExperimental SDK feature · G4PFunction-tool approvalSDK feature · M4PSDK needsApprovalSDK example · C4 · C1Bind approval to the exact actionTargeted scope
R6Pre-deployment testingPEvaluations + policy testsEvaluations GA · A1 · A2PADK trajectory testsPython SDK evaluation · G5PAI red teamingRestricted hosted-agent scope · M5PVitest + Workers poolDeveloper testing tools · C5Attack the composed workflowTargeted scope
R7Tamper-evident auditPLogs + signed digestsSeparate logging services · A2 · A3 · A6PLogs + retention lockLogging service feature · G3 · G6PPurview audit + retentionIntegrated / licensed scope · M6PPortal logs + exportExport Enterprise / beta audit · C1 · C2Preserve the complete decision recordTargeted scope
R8Model-risk documentationPEvaluation + policy evidenceGA evaluation; assembled dossier · A1 · A2PEvaluation evidenceSDK; assembled dossier · G5PRed-team + audit evidenceService/integration scope · M5 · M6PTest + log evidenceDeveloper / logging tools · C1 · C5Give reviewers evidence they can checkTargeted scope
R9Kill switch and revocationPStop Runtime sessionDocumented runtime API · A7 · A2PGateway access denialConfigured IAM/gateway controls · G2PDisable identity blueprintEntra identity control · M7PDisable portal toolsPortal / private beta controls · C1 · C2Stop every route to actionTargeted scope
R10Vendor oversightPAWS Artifact reportsProvider/participating ISV reports · A8PCompliance catalogueProvider assurance resources · G7PService Trust PortalProvider assurance resources · M8PTrust Hub resourcesProvider assurance resources · C6Check each supplier and dependencyOutside AGIS scope
R11Cross-vendor and A2APGateway + framework routesDocumented; routing required · A1 · A2PA2A + gateway policiesA2A v1 Registry GA · G1 · G2PPartner agents + auditingAgent 365 integrations · M1 · M6PMCP + multi-model proxyRemote HTTP / beta controls · C1 · C2 · C3Carry authority across handoffsTargeted scope
R12Explainability and data scopePPolicy + IAM + logsConfigured services · A2 · A4 · A9PRationale + access boundarySemantic rationale Preview · G2 · G3PReasoning + Purview DLPPreview signal / integrated data · M3 · M6PTool policy + DLP routeConfigured portal / beta tiers · C1 · C2Explain the rule and bound the dataTargeted scope

Cloud ratings describe documented mechanisms. D is direct within stated limits; P needs material integration; U means unverified in reviewed sources. SDK approvals require application implementation.

*AGIS scope describes what we are building. Product scope is confirmed by TestMachine. Targeted requirements describe our direction, not completed coverage, a release commitment or a measured deployment result.

Our vision for how the controls work together

Native cloud controls

Operate the control points

Identity, routed authorization, guardrails, service logs and resource access.

Providers operate these controls within their configuration, licensing and release-stage limits.

TestMachine · AGIS

Build the governance layer

AGIS product scope spans 11 of 12 requirements, from agent inventory to policy enforcement and linked evidence.

Intended product scope, not a statement of completed coverage. Each integration and execution boundary needs deployment validation.

Customer-operated controls

Own execution and acceptance

Ledger limits, trusted approval, bypass prevention, incident response and risk review.

Integrate and test each boundary. No provider score or AGIS assessment replaces this work.

This is TestMachine's intended operating model. Approved policy changes must be implemented and re-tested at the execution boundary.