Workflows
Employee onboarding: what the records show and why AI teams value them
Short answer
Employee onboarding leaves a trail in HR and IT ticketing 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#
- An offer is accepted
- Accounts and equipment are set up
- Training is scheduled
- The new hire is productive
Records it leaves behind#
- Task checklists
- IT tickets
- Completion times
Removed before anything is shared#
- Personnel files and pay
- Employee names
- 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