Register, classify, and monitor every AI agent across your stack
One inventory for every framework. Four-dimension risk scoring in under 2 minutes. Drift detection every 15 minutes. Audit reports in one click.
Most platforms help you build agents. Roval helps you govern them.
If you are looking for an agent framework, you have options: LangChain, AutoGen, CrewAI, and dozens more. But none of them tell you what agents exist across your environment, what risk each one carries, or whether any of them violate your security or compliance policies. That is a gap no building tool was designed to fill.
Roval fills it. A purpose-built ai governance platform for teams who deploy agents across multiple frameworks, multiple teams, and multiple environments, and need a governance layer above all of them. Running multi-agent pipelines? See AI agent orchestration governance.
The gap in every AI stack
Enterprise teams today deploy AI agents across a fragmented stack. One team uses LangChain. Another builds on AutoGen. A third runs custom agents on a cloud provider's infrastructure. Each framework has its own deployment model, its own logging conventions, and its own approach to governance. The result: no single system tracks what each agent can do, what data it accesses, or what its risk profile is.
This is not a tooling problem. It is an architecture problem. The governance layer is missing.
Only 24.4% of organizations have full visibility into which AI agents are communicating with each other. More than half of all deployed agents run without any security oversight.
Gravitee / Agat Software, 2026Five capabilities, one platform
Each addresses a specific gap in the agent governance stack.
Agent Inventory & Discovery
Automatically discover every AI agent running in your environment, regardless of framework, team, or deployment method. Initial scan completes in under 5 minutes. No more relying on developers to self-report in a shared spreadsheet.
Learn more about agent inventoryRisk Classification & Scoring
Score each agent across four dimensions: autonomy level, data access scope, system permissions, and business criticality. Roval assigns a risk tier in under 2 minutes, maps it to EU AI Act categories and NIST AI RMF controls, and timestamps every scoring decision.
Read more about risk classificationPolicy Management
Set and enforce rules at the agent level. Define what agents can access, who approves deployment, and what triggers a review. Violations fire alerts within 30 seconds.
Observability & Monitoring
Track agent behavior over time. Not just what agents are configured to do, but what they are actually doing in production. Drift detection runs every 15 minutes. The LLM Request Proxy captures every call with less than 1ms overhead.
See the Observer moduleCompliance Reporting
One-click reports for EU AI Act, NIST AI RMF, SOC 2, and internal policy audits. Each report includes the agent's classification history, permission scope, deployment approval chain, and behavioral activity log.
See compliance reportingBuilt for the enterprise AI stack
Framework-agnostic
Works alongside LangChain, LangGraph, AutoGen, CrewAI, cloud provider agent services, and custom-built agents. You do not need to change your development toolchain.
Integrates with your existing stack
Connect to GRC platforms (ServiceNow, Archer), SIEM systems (Splunk, Sentinel), and identity providers (Okta, Entra ID). Governance data flows into the tools your security and compliance teams already use.
Multi-team, multi-environment
Separate teams, separate frameworks, separate cloud environments. One governance layer above all of them.
See how Roval governs every agent in your stack
Request a demo. Setup takes under 10 minutes.