Build every agent on one governed platform
Models, MCP servers, agents, and user permissions managed from one central control plane, so you can be confident in every AI deployment.
Every new agent, model, and tool is another thing to govern
Teams adopt AI faster than anyone can wire it together. Every model provider, MCP server, and agent brings its own keys, permissions, and audit trail, and the sprawl compounds.
Every agent wired to everything
- Separate keys, config, and auth per connection
- Policy drifts tool to tool; no shared audit trail
- Cost compounds unmetered; every change means re-plumbing
Everything through one control plane
- One identity model, one place to set permissions
- One policy engine and one audit trail across all of it
- Register once; swap a model or add a system with no re-plumbing
One control plane. Register once, govern consistently.
Models, tools, and systems register on the same platform, under one identity model and one policy engine, so every team builds on the same surface.
Register every model once.
Register providers with the Model Gateway and route each request with failover and token budgets. Add or swap a model once, and every team's agents can use it, with no re-plumbing when a cheaper model arrives.
Register and scope any tool.
Register first- and third-party MCP servers with the MCP Gateway and expose only the toolkits each agent may call, all under one identity model.
Reach every system, live.
Give every agent live read and write to hundreds of systems through one relational interface, with passthrough identity applied at the source. Connect a system once, and set which teams can use it.
Govern hundreds of systems and tools with confidence
One policy engine, one shared context layer, with identity and access enforced for every user and agent.
Manage every policy in one place.
Identity, access, cost caps, guardrails, and audit policies all live in one central console and apply to every interaction. A new agent inherits the org’s rules the moment it points at the platform.
One context engine, every agent.
The Context Engine and Semantic Context Graph give every agent the same governed definitions and company knowledge, and the self-learning loop improves them as teams build.
Every action, one trail.
Every model call, tool invocation, and data access is logged to one audit trail, so who did what, through which agent, against which system is always answerable.
What standardizing on one platform gets you
Govern once, ship without rebuilds, and get the same behavior across every system.
Central policy through the shared gateway controls, identity, cost, guardrails, and audit.
One platform served both modes in the benchmark, over the same live connections.
CData internal benchmark, 378 queries across CRM, project management, warehouse, and ERP. Based on internal testing by CData Software (Q4 2025). No independent third-party verification. Actual accuracy gaps varied among platforms and MCP approaches, testing conducted using sandbox accounts containing known data sets that mirror production account structures. Results may not be representative of performance in live production environments, and results may vary. Organizations should conduct their own independent testing before making purchasing or implementation decisions. 75% range of average accuracy across platforms, results differ by MCP approach.
A two-person team, shipped in under a week
TCW Global built a production AI agent on Claude, through Connect AI's MCP server, across multiple core systems, with a two-person team, in under a week once the data layer was in place. The platform carried the connectivity, context, and governance the team would otherwise have assembled.
Director of Apollo, TCW Global
Under a week to build
Once the data layer was in place, on one managed platform.
Two-person team
No platform team required to stand up the stack.
FAQ
Questions teams ask about standardizing.
Standardize your org on one governed platform.
One control plane across models, MCP servers, agents, and the systems underneath, govern once, ship fast, swap freely.