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A 75-minute workshop to identify AI opportunities

Bring together an owner and the people doing the work. This internal workshop selects one opportunity to investigate without choosing a solution too early. Prepare a shared board and a few non-confidential examples.

Updated: 12 October 2026

Minutes 0–10: select a specific situation

Ask everyone to complete: 'When I need to…, I lose time because…'. Group responses by task. Choose a recurring process whose start and finish someone can describe. Keep other topics on a separate list to maintain focus.

Minutes 10–30: map the actual work

Put the steps in order with their inputs, people and tools. Mark waiting, re-entry and exceptions. Ask where the correct information lives and how it is checked. Describe current practice even when it differs from the written procedure.

  • For each step: trigger, input, action, output, approval.
  • Separate waiting time from active work.

Minutes 30–55: formulate and compare opportunities

For each obstacle, consider simplification first, then rule-based automation and AI assistance where appropriate. Assess frequency, available information, ease of checking and the consequence of an error. A promising opportunity needs a clearly identified user and output.

Minutes 55–75: organise the next check

Select one opportunity and record the assumption to test. Assign example collection, data review and baseline measurement. Set a review date and the decision question. The workshop produces a decision brief to investigate, not a deployment promise.

Your checklist

Further reading

One process. One next step.

Start with your daily work to decide what is worth checking together.