P1. Can the people expected to use AI carry out their intended tasks with it?
- Consider
- Confirmed direct users/operators, selected activities, teams, shifts and working conditions.
- Full readiness
- Intended users can demonstrate the tasks with the tools available, across the included scope. Realistic supervised exercises count; production deployment is not required.
- Example partial gap
- Sales staff can draft proposals, but housekeeping supervisors have not practised preparing briefings.
How to improve P1
Start here
Choose an ordinary task for each intended user group. Demonstrate it with approved information, then ask participants to complete a similar task themselves. Include the actual devices, languages and shifts involved. Identify where the difficulty lies: understanding the task, operating the tool, supplying context or using the result. Practise the missing part rather than repeating generic AI training.
Other improvement options
- Role-specific coaching
- Peer demonstrations
- Short supervised practice
- Clearer task instructions
- Simpler interfaces
- Refresher training for new starters
Completion check
The intended user groups can complete the task without avoidable assistance, and any unsupported groups are explicitly recorded.
Likely owner
Department lead with a practical AI support person.