The agent OS
for the enterprise.
Mandarum is the runtime and control plane where companies build, deploy, and govern fleets of AI agents — with identity, policy, observability, and audit built in. The Kubernetes layer for the agent era.
Agent sprawl is the new shadow IT.
Enterprises are running dozens of agents across LangGraph, CrewAI, in-house stacks, and SaaS copilots. No shared memory. No policy enforcement. No audit trail. IT is panicking — and the CFO wants ROI.
Every agent action is authenticated
Per-agent service identities, scoped tokens, and short-lived credentials issued by Mandarum — not your model provider.
Spend caps, escalations, two-person rules
A declarative policy engine that runs before the tool call. Block exfiltration. Require approval. Route to humans.
Every step traced, every dollar attributed
OpenTelemetry-native traces, prompt diffs, token cost per workflow, and one-click replay of any historical run.
One platform. Every agent stack.
Mandarum runs your agents — whether you wrote them in LangGraph, the OpenAI Agents SDK, CrewAI, or our native DSL. Bring your models. Bring your tools. Keep your data.
Planner → Executor → Verifier → Writer
Durable, retryable, multi-agent state machines on top of Temporal. Self-consistency voting on critical steps. Bounded retries with escalation.
Shared across the fleet
Episodic + entity memory per user and per org. Permission-aware retrieval enforced at query time.
Approve before act
DSL for budgets, allowlists, escalation paths, and two-person rules — enforced at the tool call.
Golden datasets + CI
Regression nets on every prompt change. Shadow-eval in production. Publishable accuracy.
100+ pre-built workflows
Ship in days. Customize in hours. Revenue-share for partner builders.
A real workflow, end to end.
Click to run a sample agent across CRM, calendar, and Slack — with policy review and human approval inline.
Production-grade from day one.
One pane. Every agent. Every dollar.
Drill from a KPI to a specific tool call. Replay any run. Diff any prompt change. Export to your data warehouse.
Open by design. Yours by deployment.
Bring any model
Anthropic, OpenAI, Google, open-weights via vLLM, or your fine-tunes. Route per-step.
Bring any framework
LangGraph, OpenAI Agents SDK, CrewAI, MCP servers. Adopt incrementally.
Bring your cloud
SaaS, VPC, BYOC, fully air-gapped on-prem. Same control plane, same SLAs.
Stop deploying agents. Start operating them.
Join the design partner program. White-glove onboarding, weekly shipping cadence, and direct access to the founding team.