Creative agencies
Recovering delivery capacity from twenty daily review summaries
Creative feedback lived in long project threads. Someone read every thread and retyped the gist into chat.
The hidden leak
Alerts fired when work was submitted for review, but a person still had to read the thread and summarize it for the team channel.
The architecture
Workflow pulls comments, extracts the creative feedback, posts a consistent summary where the team already works.
Tuned on real threads before anyone relied on it.
The operational outcome
Manual summarization stopped. Same format every time. Logic the team can see and adjust.
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Build the business case for better operations
Review your AI controls, then build a business case for better operations.