01 / Research
Updated dates stay visible.A working publication for real workflows.
Insight, field note, playbook and workflow breakdown. Each article includes sources and a related action.
insightplaybookworkflow breakdownfield note
Start with the workflow, then the model
The first enterprise AI question is usually not which model, but which action deserves redesign.
How to choose the first AI POC
Compress a large ambition into one testable unit using value, feasibility, risk and adoption complexity.
Human review is part of the workflow, not a brake
Agents that enter enterprises do not remove people; they place judgment more clearly.
Evidence before marketing
When public client cases are unavailable, an honest prototype builds more trust than an invented success story.