The strongest AI writing workflow is controlled from both ends: humans define the destination and evidence requirements before generation, then verify and improve the result afterward.
What matters most
- Strategy before generation
- Evidence before claims
- Outline before long draft
- Editing before publication
- Architecture before scale
Keep the workflow accountable
The useful metric is time to an accurate, internally linked, publishable page—not raw words generated per minute. Search intent, factual verification, source quality, and final editorial judgment remain publisher responsibilities.