06 Aug 2026

Where Should a Small Organisation Start With AI?

Start with repetitive work and clear pain points, not a long list of fashionable tools.

The most useful starting point is a task that happens frequently, follows a recognisable pattern and consumes time without requiring a sensitive human decision.

Look for three signals

  • The same information is copied between tools
  • Responses or reports repeatedly start from the same structure
  • Important follow-up depends on one person remembering it

Begin with one workflow, test it with the people who use it and document the final process before expanding.