AI at Work
Keep a Version History for AI Instructions That Others Depend On
Keep shared AI instructions traceable with a version, a reason for each change and a small set of examples to check before replacement.
WORKFLOWS · PEOPLE · AI
AI at Work
Define a small AI pilot with representative examples, a manual baseline and explicit review criteria before expanding it across a business.
AI at Work
Remove Sensitive Details Before You Ask AI to Rewrite a Document
Prepare documents for an approved AI workflow by removing unnecessary sensitive details and checking that redaction changes the underlying content, not just its appearance.
AI at Work
An AI Spreadsheet Formula Needs a Test Case Before Real Data
Check an AI-generated spreadsheet formula against a tiny example with known answers before using it on business data or copying it down a column.
AI at Work
Before an AI Meeting Recorder Joins, Agree What It Will Keep
Decide why an AI meeting recorder is needed, who can access its output and when audio, transcripts and summaries will be deleted.
AI at Work
Give Your First AI Pilot a Small Task and a Clear Scorecard
Define a small AI pilot with representative examples, a manual baseline and explicit review criteria before expanding it across a business.