Workflows
Project change management: what the records show and why AI teams value them
Short answer
Project change management leaves a trail in project management tools: each step, decision and result. AI companies building agents value these records because they show how real work gets done from start to finish. With personal and confidential details removed and your approval, they can be licensed.
How the work usually happens#
- A change is requested
- Impact is assessed
- The change is approved or rejected
- Plans are updated
Records it leaves behind#
- Change requests
- Impact notes
- Decisions
Removed before anything is shared#
- Client names and budgets
- Names, emails and phone numbers
- Account and payment numbers
Why AI teams value it#
- Shows the full path from request to result, not just the final answer
- Captures judgment calls and handoffs between people
- Years of history show many variations of the same task