Key takeaways
- Define the outcome before choosing the tool.
- Build clear foundations: audience, offer, standards and ways of working.
- Keep a shared, current record of decisions, context and commitments.
- Give each tool and AI role a clear job.
- Keep human judgement and meaningful checks in the loop.
- Start small, set time and cost limits, and learn from the result.