Roval works with your agent stack
Monitor, classify, and govern AI agents across every framework, cloud provider, and LLM API. One governance layer above all of them.
Every framework, one governance layer
Claude Code
Real-time tool monitoring, behavioral baselines, and policy enforcement for Claude Code agents.
Codex
Monitor OpenAI Codex cloud agents. Track tool calls, sandbox execution, and code generation with full governance controls.
Cursor
Monitor Cursor AI agent sessions. Track tool calls, file edits, and terminal commands with behavioral baselines and policy enforcement.
Replit
Govern Replit AI agents. Monitor code generation, package installation, and deployment actions with risk classification.
LangChain
Govern agents and chains built on LangChain, including tool calls, retriever queries, and multi-step reasoning.
LangGraph
Monitor stateful, multi-agent graph workflows. Track node execution, state transitions, and tool access across the full graph.
CrewAI
Govern crew-based multi-agent workflows. Monitor task delegation, agent handoffs, and tool usage per crew member.
AutoGen
Monitor multi-agent conversations, tool calls, and message flows in AutoGen's event-driven runtime.
SuperAGI
Classify and govern autonomous agents built on SuperAGI. Track resource consumption, tool access, and task execution.
LangFlow
Govern visual LangChain flows. Monitor every node in the pipeline with risk classification and policy enforcement.
Flowise
Monitor and govern low-code LLM application flows. Track tool calls, API access, and data handling across nodes.
LlamaIndex
Govern data agents and query pipelines. Monitor retrieval, tool use, and LLM interactions across indexes.
Haystack
Monitor and classify Haystack pipeline components. Track document retrieval, generation, and tool access.
Semantic Kernel
Govern Microsoft Semantic Kernel agents. Monitor plugin execution, planner actions, and memory access.
Phidata
Classify and monitor Phidata agents. Track tool calls, knowledge base queries, and workflow execution.
Govern managed agent services across every cloud
AWS Bedrock Agents
Govern Bedrock agent action groups. Classify agents by risk, enforce data handling policies, and export compliance records.
Azure AI Agent Service
Monitor Azure-hosted agents. Track function tool execution, enforce access policies, and generate audit documentation.
Google Vertex AI Agents
Govern Vertex AI and Dialogflow CX agents. Monitor webhook tool calls, classify by risk, and map to compliance frameworks.
Monitor every LLM API call
Capture prompts, detect PII, enforce content policies, and attribute cost per agent, per team, per model.
Built something in-house? Roval governs that too.
Custom orchestration layers, proprietary agent frameworks, internal toolchains. If your agents make decisions, call tools, or access data, Roval classifies them by risk, enforces policy, and generates audit-ready documentation.
See how Roval works with your stack
Request a demo. Most teams are live in under a day.
All product names, logos, and brands are the property of their respective owners. Use of these names, logos, and brands does not imply endorsement.