Inputs
The systems and standard your team chooses
- Runbook, source material, and definition of done
- Records from Notion, Snowflake, Slack
Competitive intelligence
Landscape maps & positioning
What it does
- Maps the competitive landscape from public and expert sources
- Positions the client against peers on the dimensions that matter
- Keeps the map current as the market moves
How it works
- 1Gathers competitor and market signals
- 2Builds the positioning map
- 3Highlights shifts since the last refresh
Deployment contract
What goes in, what comes out, and where people review.
Outputs
A finished artifact with its work attached
- Maps the competitive landscape from public and expert sources
- Positions the client against peers on the dimensions that matter
Approvals
Human control at the steps that matter
Choose which steps run automatically and which stop for a named reviewer before deployment.
Evals
Quality measured against your rubric
Score completed runs against accepted examples and task-specific criteria. Review failures with the source trace before changing the runbook or model.
Example result
The result is reviewable, not a black box.
A completed run keeps the task, sources, actions, approvals, and eval result together. Open any step to inspect what happened or send it back with a correction.
RUN
Competitive intelligence
- Gathers competitor and market signalsSource trace saved
- Builds the positioning mapSource trace saved
- Highlights shifts since the last refreshOutput prepared
Rubric score, sources, and action log travel with the result
Related agents
Deploy in days, not months.
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