The short answer
State the workflow problem, what changed, and the intended business value in two to four direct sentences.
Editorial operating system · Monthly format
The monthly field-note template
Make the work
inspectable.
Use this structure to publish a monthly AI workflow teardown or a verified case study. It turns practical work into a useful reference for the people who need to understand the decision—not a vague success story.
Evidence gate
Useful detail.
Real evidence.
- Identify the business problem before naming a tool.
- Name human ownership and the control point.
- Use only approved, attributable case-study outcomes.
- Publish no client logo, quote, or media mention without permission.
The teardown structure
One reliable
monthly rhythm.
The situation
Describe the real operating context: role, audience, current hand-off, and why the existing process was difficult.
The bottleneck
Name the concrete failure point—lost context, slow follow-up, unclear ownership, inconsistent quality, or weak lead progression.
The operating design
Map each stage, the human owner, the AI or automation role, and the quality / consent check.
What changed
Use only attributable, evidence-supported results. If an outcome is still being observed, say that clearly.
What stays human
Name the approval, judgment, relationship, or risk-control step that remains human-led.
The operating map
Show the hand-off.
Not just the tool.
Use this table in each teardown so readers can see where a person owns the work, where automation assists, and where quality is checked.
StageHuman responsibilityAI / automation roleControl point
[Example stage][Role / owner][Action / tool][Review / consent check]
[Example stage][Role / owner][Action / tool][Review / consent check]
Publishing standard