The coworker your whole company shares.

Point Octos at your team's tools and it becomes the coworker in the middle — across product, finance, marketing, KPIs. It watches the work on one shared record, tells whoever needs it what changed and what to do, and hands the task off: send it to Slack, publish it, ask the owner. Everyone works from the same record; every move traced to who and why.

Built on Octos, a self-hosted engine · skip to the tech

Ask it anything — get an answer that acts.

How it works: it reads across your connected tools through MCP, and the answer is derived from one governed graph — not a keyword search over docs. So it traces back to the decision behind the number, and arrives with the next move, not just a link.

Connects to every instrument your company runs on.

It reads your Slack threads, Jira tickets, the product analytics, the warehouse — and aggregates them into one record, so a single question spans all of them at once instead of five open tabs.

Slack Gmail Google Calendar Notion Jira GitHub Linear AmAmplitude Firebase BigQuery Looker Snowflake HubSpot Stripe +…anything with an MCP or API

How it works: each tool connects as an MCP source; Octos folds what it reads into one event-sourced graph — so the data isn't copied into another silo, it becomes linked, queryable, governed context that spans every department.

It reviews the week for you.

How it works: a standing work-cycle runs on a cadence and compares now against the graph's own history — what happened before, what you shipped, who owns it — pulls fresh signals from the connected sources, and posts the digest through the gate for you to approve or veto.

It moves work between people.

How it works: each department's contribution is a governed record on the same graph, joined by typed edges; a hand-off is a gated write with an author. Requirement ↔ finance ↔ marketing ↔ KPI becomes one traceable thread, not five docs in five tools.

Every number traces to its cause.

How it works: nothing enters or acts without passing the gate, and the record is fold(log) — append-only, so it can't be silently rewritten. The audit trail is the substrate itself, not a bolt-on — which is where we differ from a proxy that only logs access.

For builders: run the engine.

Connect each department's tools through MCP — Slack, Jira, the warehouse, your BI — run an autonomous work-cycle on a cadence, and write everything through one governed gate. Self-hosted, on models you run.