Project Brief
The brief for a staged production workflow that moved a keyword and brand request to a review-ready document while keeping editorial judgment visible.
Public review note: Names, credentials, private records, internal URLs, production identifiers, and sensitive implementation details have been removed or generalized.
Project goal and value proposition
The project needed to make content production more reliable without turning human review into an afterthought. The target was a repeatable path from brief to document, with enough structure to see where work was moving, where it failed, and who owned the next decision.
| Area | Definition |
|---|---|
| Business need | Reduce repetitive production work while preserving source quality, brand context, and editorial control. |
| Target outcome | A review-ready Google Doc produced through visible stages, with recovery paths for incomplete or failed jobs. |
| Primary users | Content operators, editors, and the person responsible for monitoring delivery quality. |
| Success measures | Production moved from days to minutes plus review; jobs became traceable; measured failure rate reduced to approximately 4–8%. |
Scope and delivery boundaries
| In scope | Out of scope |
|---|---|
| Keyword and brand brief intake, research, drafting, revision, quality gates, asynchronous job processing, recovery, Google Docs handoff, and editor review. | Automatic publication without review, private credentials, client records, production URLs, and any claim about traffic or search impact that the evidence cannot support. |
Assumptions and constraints
- AI output is a draft and must pass explicit quality checks before handoff.
- Provider responses can be delayed or incomplete, so work must be resumable instead of depending on one long request.
- Source coverage, brand instructions, and required fields must be visible before a job enters generation.
- The public case study explains the delivery model without exposing private implementation details.
Definition of done
Traceable
Each job has a visible stage, status, and recovery path.
Reviewable
The handoff produces a document an editor can inspect and correct.
Measured
Production volume and failure patterns can be reported without confusing output with impact.
Controlled
Human approval remains part of the workflow wherever the output carries risk.