AI Content Workflow Toolkit
An internal toolkit that turns a brief into drafted, on-brand content using generative models behind a review step.
Overview
A workflow tool for producing first drafts at volume without losing editorial control. Generative models handle the mechanical work — expansion, reformatting, translation — while every output passes through a human review queue before it can be published.
01The problem
Content production was bottlenecked on repetitive drafting. Off-the-shelf tools produced output that ignored brand voice and offered no review step, so everything had to be rewritten anyway.
02The solution
Encoded brand voice as a structured system prompt with worked examples, then wrapped generation in a staged pipeline: brief → draft → review → publish. Nothing ships unreviewed, and accepted edits feed back as few-shot examples so output improves over time.
Screenshots
Brief input and generation controls Review queue with diff view
