Enterprise AI Governance
From Data to Agents

We build infrastructure for trustworthy AI agents in enterprises. Our platform has two main layers: MXCP governs what agents can access (your databases, APIs, and systems), while Aimbient governs what agents do over time (durable workflows with human oversight). MXCP Observability ties it all together with fleet-level visibility in production. We're focused on regulated industries—banking, healthcare, government—where security and compliance aren't optional.

We work with platform engineers building AI infrastructure for their organizations, application developers creating domain-specific agents, security and compliance teams who need provable audit trails and policy enforcement, and OEM partners embedding governed agent capabilities into their own products. If you're moving AI from prototype to production and need enterprise-grade controls, we're built for you.

Security is foundational to everything we build. We support enterprise authentication through OAuth 2.0 and API keys, with role-based access control at every level. Every action is logged with complete audit trails—who did what, when, and why. We enforce policies in real-time before any action executes, support row-level security and data masking, and follow a zero-trust model where every request must be explicitly authorized. For regulated industries, this means you can demonstrate compliance to auditors.

MXCP handles data and system access governance—it's how you safely expose your databases, APIs, and SaaS tools to AI agents with authentication, policies, and audit logging. Aimbient handles workflow governance—it's how you run agents that need to survive restarts, wait for human approvals, and execute over hours or days. Think of MXCP as governing what agents can see, and Aimbient as governing what agents can do.

MXCP is open source under the Business Source License (BSL 1.1). You can use it freely for internal projects and most commercial purposes. Aimbient's core components (runtime, SDK, registry) are also open source and production-capable. For organizations needing additional enterprise features, support SLAs, or managed hosting, we offer commercial options.

The best way is to talk to us. We'll discuss your specific requirements, assess your infrastructure, and recommend the right approach. For hands-on exploration, you can install MXCP and have your first MCP server running in about 15 minutes. Enterprise deployments with full authentication and policies typically go to production in 2-4 weeks.