All work

Content workbench

A shared workbench where an agent drafts, the client revises, and nothing ships without QA.

Client
A B2B marketing agency and its client
Solution
AI Workflows & Agents

The problem

An agency running a year-long content program had an internal AI tool that almost nobody used, because there was no way to review, revise, or approve work together with the client.

What we built

A private platform where an agent drafts each asset from the client's knowledge base using fixed templates. The client reviews and revises in a shared workbench with full revision history, and every piece passes the agency's QA before delivery. An evaluation suite scored by model judges gates every change to the agent.