When AI needs a workflow, not a demo
How to recognise when an AI prototype needs process design, ownership and measurable review criteria before it becomes useful work.
Insights / 03
Clear, implementation-minded guidance for teams planning websites, infrastructure, automation and responsible AI workflows.
Latest signals
Focused guidance with enough context to support a decision — without turning useful information into noise.
How to recognise when an AI prototype needs process design, ownership and measurable review criteria before it becomes useful work.
A concise handover checklist covering access, domains, backups, monitoring and ownership without tying the process to one hosting vendor.
A practical structure for turning business context, audience needs and delivery constraints into a brief a website team can use.