AI in practice, without losing control
A practical playbook for businesses finding their feet in a rapidly evolving landscape. Audit before tooling. Problem before platform. Governance before scale.
A practical playbook for businesses finding their feet in a rapidly evolving landscape. Audit before tooling. Problem before platform. Governance before scale.
Audit before tooling. Problem before platform. Governance before scale.
01. The one question that changes everything: Where is your business actually losing time and money right now? AI comes after.
02. The four stages: Audit → Design → Deploy → Govern. Each stage has an output the next one depends on.
03. What makes a good AI candidate: Repetition, a clear definition of good, and manageable risk. Not every problem is an AI problem.
04. The pilot brief: One page, six fields, no committee. If it doesn't fit on a page, the scope is too broad.
05. The four governance questions: Accountability, performance, fallback, cost. A working pilot is not a finished system.
06. Common failure patterns: Five patterns that keep coming back, plus a readiness checklist you can print and tick off.