An agent per team. One source of truth.
We start with one recurring workflow your leadership already reviews, agree on what a successful pilot has to show, and ship an evidence-backed agent for that team on the cloud agent harness. Ask it from Claude Cowork, Codex, or Slack.
Agents for individual teams
Every team its own agent, one shared truth.
A correction in one place fixes every team.
The weekly pipeline review
Answered before the meeting, with every number traced to the CRM and the warehouse.
Month-end questions
Revenue, refunds, and margin, with the definitions your controller approved.
Activation and retention
Usage questions grounded in the event models your data team maintains.
Fulfillment and capacity
Cost questions with the time windows and exclusions spelled out.
How a build runs
One workflow, then the next.
- 01
Pick the workflow
And the questions it needs answered.
- 02
Author context and evals
From your dbt models and dashboards. Your team approves.
- 03
Ship in the sandbox
The agent goes live with an evidence graph on every answer.
- 04
Let the team ask
Their feedback improves the evals, models, and skills.
- 05
Expand
The next team, once the first workflow is working.
Provisioned MCP connections
Every team's connections, provisioned once.
Your data team connects each team's tools once, with its own credentials and scopes, as governed MCP connections. Each team's agent sees only its own; nobody else sets anything up.
Salesforce, beside the warehouse, so pipeline questions join CRM and revenue in one answer.
PostHog or Segment for events, Notion and Slack for the decisions around them.
The warehouse and billing systems through the same gateway.
Governed warehouse access, the shared context, and the evals.
Connect once. Assign. Govern. Ask.
- Connect once. The data team adds the connection with its own credentials and scopes.
- Assign to teams. Each sandboxed cloud agent sees only its team's connections.
- Governed like the warehouse. Every call goes through the gateway: policy, audit log, refusal rules, the same evals.
- Ask from anywhere. From the harness you already use. Nothing to install, no keys to share.
- Claude Cowork
Codex
Slack
- Web
"You guys nailed it! This helps the execs go from a static dashboard to answering the 'so what' question hours before the weekly meeting, without needing to talk to an analytics engineer."
An integration week at $6,000 on Team, included on annual Scale and Enterprise plans · Pricing →
Name the workflow. We will build the agent.
Open source · Apache 2.0 · GitHub · Slack