Field Notes

Dispatch

articles on AI production, creative workflows, and industry insights.

All AI Production Workflows Industry Tools Case Studies

Tagged:ControlNet✕

March 15, 2026

What AI Can and Can't Do in Creative Production Right Now

AI image generation, video, and voice tools are production-ready today—but only for practitioners who understand where they actually deliver versus where they bluff. Here's what actually works on real client projects.

December 25, 2023

What I Actually Learned Using AI on Client Work This Year

A year shipping real AI-powered campaigns for a major telecom client reveals hard truths: AI excels at production, not ideation. Building trust, managing rapid tool evolution, and keeping data local are what separate viable workflows from hype.