Where human approval belongs in an AI workflow
Who reviews a draft, approves a commitment and authorises the next action?
Writing
Notes, ideas, and fieldwork from building with AI.
Latest writing / 8
Newest firstCalculating AI automation ROI for a small business
A worked example of costs, recovered capacity and financial return.
Automating project status reports from business records
Turn dated business records into reports a reviewer can trace and trust.
Getting your business knowledge ready for an AI workflow
Choose reliable sources, resolve conflicts and set access boundaries.
What to automate in your sales proposal workflow
Where AI can help with drafting, and where commercial judgement stays.
Where custom AI systems create margin first
Compare possible workflows and choose a useful first automation pilot.
Navigating the AI Value Trap
What cheaper intelligence means for margins, businesses and how we live.
On the Business Model of AI
Why the opportunity lies in changing how a business operates.
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