The memory layer that makes agents actually work
Tool calling is slow, sequential, and stateless. OM1 gives agents instant, structured, permission-aware recall across your entire organization.
Organizational Memory
Tool calls give agents hands. OM1 makes agents intelligent.
Coworker agents pair tool calling through MCP and CLI with organizational memory through OM1. Tool calls handle actions and fine-grained data. OM1 handles synthesized recall — fast, structured, and compounding over time.
Tool Calling Alone
Sequential API calls. Each tool call is a round-trip. Latency compounds.
With OM1
OM1 provides instant synthesized recall. Tool calls pair with the graph for fine-grained data.
Tool Calling Alone
Multiple LLM calls to plan, call, and synthesize. Tokens add up fast.
With OM1
Graph pre-narrows context so the LLM sees only what’s relevant. Tool calls stay precise.
Tool Calling Alone
Stateless. Agents re-discover the same context every session.
With OM1
OM1 compounds context over time. Tool calls extend it with real-time actions.
Tool Calling Alone
Agents guess which tools to call and in what order. Wrong calls waste time.
With OM1
OM1 provides the full picture. Tool calls execute with precision, not guesswork.
Why agents with organizational memory outperform
The difference between a demo agent and one that runs your business.
How OM1 learns your business
Your data flows through four stages — continuously, incrementally, with zero configuration — so agents always have the full picture.
Built to be enterprise-ready
Security, privacy, and compliance are not add-ons – they're foundational to every layer of the platform.
FAQ
Frequently asked questions
OM1 is Coworker's proprietary knowledge graph that gives AI agents instant, structured, permission-aware recall across your entire organization. It maps people, projects, deals, and relationships across 120+ dimensions – making AI agents accurate and context-aware without slow, sequential tool calls.
RAG (retrieval-augmented generation) does slow sequential lookups that miss relationships. OM1 builds a persistent knowledge graph from all your connected tools, enabling instant recall with full organizational context. Agents using OM1 answer questions in milliseconds instead of seconds, with far higher accuracy.
Yes. OM1 is fully permission-aware. Every piece of information stored respects the access controls from the source system. Users and agents can only recall data they are already authorized to see in Salesforce, Slack, Google Drive, and other connected tools.
OM1 ingests data from all 100+ Coworker integrations including Salesforce, Slack, Jira, Google Drive, HubSpot, Confluence, Notion, Gong, Zoom transcripts, and more. It continuously updates as new data flows through your connected tools.
OM1 organizational memory is available on Enterprise plans. It is the intelligence layer that powers Coworker Agents, Chat, and Customer Intelligence for large organizations. Contact Coworker to discuss Enterprise pricing and a 48-hour proof of concept.
Give your agents the memory they need
OM1 is available for enterprise customers. Talk to us about what it unlocks for your team.