Build AI agents that survive production.
Make any agent and MCP server crash-safe — with guaranteed recovery and safe replay under failure.
Prototype to production-ready in < 2 minutes.
Enterprise self-hosted available
Diagrid is trusted by leading companies worldwide
Bring any AI agent framework.
We guarantee it keeps running - no matter what fails.
Your agent framework was built for orchestration — not fault tolerance. Saving checkpoints isn't the same as surviving failure. When systems crash, recovery becomes your problem. We make it automatic.
Your agents today
LangGraph
Framework Only
No / Limited Persistence
Crashes lose everything
No Coordination
Distributed agents can't communicate
Basic Security
Implicit trust everywhere
Blind Spots
Limited observability into failures
Your agents + Diagrid
LangGraph
with Diagrid Catalyst
Durable Workflows
Auto-recovery from failures
Agent Communication
Automatic discovery and multi-process communication
Zero-Trust Security
mTLS, Authentication & Authorization
Session Management
Persistent state & memory
Full Observability
End-to-end distributed tracing
Everything you need to run AI agents in production
Connect agents to MCP servers and any infrastructure with durability and security built in.
Authorization
Prototypes are easy. Production is where AI fails.
Most AI agents stop at demos. Enterprises struggle when they try to move beyond the prototype stage.
Biggest challenges for production-ready agents:
Recover agents after failures or restarts
Trace decisions across multi-step, multi-agent workflows
Secure agent-to-agent and agent-to-MCP communication
Prove what happened when something goes wrong
LLMs are probabilistic. Your agent workflows can't be.
Production AI demands infrastructure that assumes failure - and survives it.
Secure your agents and MCP servers with a single platform.
Built-in cryptographic identities based on open-source SPIFFE for your AI workloads.
Where Catalyst delivers
Process Orchestration
Easily coordinate complex business processes, connecting services and APIs into reliable, scalable workflows without the heavy lifting of managing distributed systems.
Agentic Applications
Build resilient agentic AI applications that can reason, act, and collaborate—delivering innovation without the infrastructure overhead, controlling your LLM costs and enforcing high levels of security.
Human-in-the-Loop Workflows
No workflow is an island. Blend automation with human decision-making by enabling approvals, escalations, and inputs directly in your workflows.
Why enterprises choose Diagrid Catalyst
Because you don't want to rebuild workflow engines, access control, tracing and security just to run an agent.
Teams that move agents to production quickly run into:
- Undebuggable workflows
- Insecure agent-to-agent calls
- Inconsistent state and orphaned executions
- Missing audit trails and compliance gaps
- Months of engineering spent not delivering business value
We provide a production AI platform so your teams can focus on:
- Business logic
- Domain intelligence
- Real outcomes
You build the agents. We make them reliable and secure.
How Catalyst compares
| Capability | Build it yourself | Workflow-only tools | |
|---|---|---|---|
| Durable execution | No | Yes | Yes |
| Agent-level tracing | No | limited | End-to-end |
| Session management | custom | No | Yes |
| Pub/Sub coordination | custom | limited | Yes |
| Agent identity + mTLS | No | No | Yes |
| Production readiness | low | medium | Enterprise-grade |
Run AI agents like enterprise software
Production-grade AI needs reliable infrastructure - powered by open-source.
Not experiments. Not scripts. Not demos.