Comparison
Google says governance is a platform feature.
We say it's independent infrastructure.
In April 2026, Google launched Gemini Enterprise Agent Platform with native governance. Microsoft has Copilot Studio + Purview. AWS has Bedrock Agent. All three are platform-native — they govern agents within their own ecosystem. OOMeta is the only independent, cross-platform governance layer. Here's how we compare.
Architecture
DimensionOOMetaGoogle GEAP
Governance modelIndependent cross-platform governance layerGCP-native platform governance
Platform dependencyNone — works across AWS, Azure, GCP, on-premRequires GCP — Agent Identity binds to GCP IAM, Agent Gateway binds to Cloud Run
Model coverageClaude, GPT, Gemini, open-source — any modelGemini + Vertex AI only
Agent identityCross-platform agent identity managementSPIFFE-based, GCP IAM bound
Agent GatewayRuntime policy enforcement layerGCP-native Agent Gateway (Private Preview)
Compliance
DimensionOOMetaGoogle GEAP
EU AI ActFull Art.50 compliance mapping + Code of Practice signatoryTechnical compliance layer only
ISO 42001AI management system alignmentNot covered
AIUC-1AI Agent-specific standard alignment (co-created by 100+ Fortune 500 CISOs)Not covered
US state lawsColorado AI Act, Great American AI Act mappingPolicy advocacy (FARO proposal)
FINRA / regulatedFinancial services AI governance frameworkNot covered
FinOps & Cost
DimensionOOMetaGoogle GEAP
Cost visibilityCross-vendor cost analysis — tokens to infrastructureGCP cost management only
ROI measurementAgent-level ROI tracking across all modelsGemini Enterprise billing only
Pricing modelIndependent pricing, no platform lock-inBundled with GCP — total cost opaque
Deployment
DimensionOOMetaGoogle GEAP
Time to value2-week Sprint: scan → gap analysis → deployRequires GCP migration + Gemini adoption
Multi-cloudNative — one governance layer across all cloudsGCP-only — no multi-cloud governance
Shadow AI detectionAgent discovery scans all deployed AI systemsGCP-native — misses non-GCP agents
Independent auditThird-party verifiable governance layerSelf-audit within GCP ecosystem
Every major cloud provider now has an AI governance product. But they're all platform-native — designed to keep you in their ecosystem. OOMeta is the only independent governance layer that works across all of them.
VendorTypeStageLock-inOOMeta Advantage
Google (GEAP)Platform-native governanceReleased (2026-04)GCP + GeminiCross-platform, compliance depth, model-agnostic
Microsoft (Copilot Studio + Purview)Platform-native governanceReleasedMicrosoft 365 + AzureCross-platform, model-agnostic, independent
AWS (Bedrock Agent)Platform-native governanceReleasedAWS infrastructureMulti-cloud, compliance depth, no vendor lock
Credo AIEnterprise AI complianceReleasedProject-level complianceRuntime governance vs project-level, agent-native
OneTrustPrivacy + AI governanceReleasedPrivacy-first approachAgent-level runtime governance, real-time policy enforcement
The Bottom Line
If you're all-in on one cloud and one model, the platform-native governance products work. But if you use multiple models (Claude + GPT + Gemini), operate across clouds (AWS + GCP + on-prem), or need compliance depth (EU AI Act, ISO, AIUC-1) — OOMeta is the only independent governance layer that covers all of it. Three cloud vendors validated the category. OOMeta delivers the independent execution.