Team capability

Build AI practice around real work, not generic training.

Create a four-week practice plan for one workflow. The goal is stronger judgment, safer habits, and less repetitive work, not simply more tool usage.

Protect time to learnPractice should happen during paid work time, with low-risk examples and no individual performance scoring. A person still reviews important outputs.

Set the practice

Choose one real learning context

Workflow to practise Team or role Starting confidence Protected time available each week What should improve first? How safe is the first practice sample?

Do not turn practice into a hidden evaluation. The team should be able to say that an example, instruction, or tool is not appropriate without penalty.

Four-week practice plan

Team AI practice plan

Practice timeProtected time each week

Support levelHow the team should learn

First outcomeWhat to observe

Safety conditionWhat must be true first

Check information boundary

Practice sequence

Learn, check, improve, document

After four weeks

Capability should create a better workflow, not dependence on a tool.

Keep the parts that improve quality and reduce repetitive load. Document exceptions, keep human review where it matters, and use the pilot evidence log before expanding the practice.

Prepare a team check-in Set working agreement Record pilot evidence Plan capacity gained