Building Safe AI Workflows
Turn an approved task into a workflow with clear inputs, review responsibilities and action boundaries. Start with bounded practice before connecting a tool to consequential work.
What makes an AI workflow ready for supervised practice?
Specify the information the tool may use, the output it should produce and who checks the result. Test missing facts, conflicting instructions and unsupported claims. Keep drafting separate from sending, approving or changing a business record.
Which guides can help your next decision?
How can teams practise a reviewed ChatGPT workflow?
Practise a repeatable ChatGPT team workflow using fictional source material, a review rubric and a correction log.
How should business teams review ChatGPT outputs?
Check factual accuracy, omissions, calculations, authority and audience before using a ChatGPT draft in business work.
Which enterprise AI workshop exercises can business teams practise?
Four enterprise AI workshop exercises with inputs, activities, output checks and failure conditions for business teams. Use fictional or approved materials.
How can business teams run an AI risk register workshop exercise?
Create a practical AI risk record with task context, affected people, controls, evidence, ownership and unresolved decisions.
Turn the reading into a practical team brief
Discuss the audience, task and evidence you need before choosing the learning scope.