Field Notes

Designing an AI-native brief-to-launch workflow

A practical Field Note on campaign workflow design, governed AI support, QA, and human review.

Summary

A practical Field Note on turning scattered campaign intake into a governed workflow that AI can support without removing human judgment.

Start with structured intake

AI support works best when campaign goals, audience rules, asset requirements, data dependencies, and approval paths are captured before build work begins.

Keep humans in the review loop

The workflow should use AI to summarize, check, and draft, while operators keep responsibility for approvals, quality, and final launch decisions.

Measure the handoff

A useful brief-to-launch system tracks where work slows down, what gets rejected, and which checks prevent rework.

Field Notes