Calculate the operating cost of AI automation, including exceptions, human approval, corrections, integration and maintenance.

Map one AI-assisted workflow, choose its current records, define human review and exceptions, then measure handling time, rework and missed hand-offs.

A practical guide for UK SMEs to test meeting transcription, permissions, audio quality, speaker handling, export, storage and human review.

Learn how to turn a long or vague AI prompt into a clear brief with the right job, context, constraints, output and review point.

Find informal AI use in your business, assess the task, tool and data, then set safer instructions and human review.