AI-Assisted PDF Redaction: Check the Saved File
Build an AI-assisted PDF-redaction workflow around the saved release copy. Review detection, apply removals, check hidden information and inspect the final file.
Tag: Practical AI
AI-Written Excel Formulas: Test Beyond the First Cell
Check AI-written Excel formulas across the filled range. A worked example shows which references should move, which should stay fixed and how to test changes.
AI-Built Navigation: Test the Keyboard Journey
Review AI-built dropdown navigation by keyboard. Check opening, links, visible focus, closing and onward movement, then repeat the route after a correction.
AI-Written SQL: Keep Each Order Counted Once
Check AI-written SQL for repeated order totals. A worked example shows how joins and distinct values affect a report, with practical checks before trusting the result.
AI-Written Regex: Test What It Must Reject
Check AI-written regex against a clear format rule, accepted and rejected examples, and the app that will run it. A worked reference-format example shows how.
AI File Renaming: Preview the Whole Batch
Plan AI-assisted file renaming with visible old-to-new mappings. Check collisions, application links and preview behaviour, then verify a representative copied batch.
AI PDF Summaries: Check the Reading Order First
Before summarising a PDF with AI, check how the text flows. Use a short page test to keep columns, headings, captions and qualifications attached to the right content.
AI Survey Drafts: Give Each Question One Job
Use AI to refine survey drafts around a clear decision. Separate combined judgements, check response options and test how people understand the finished questions.
AI Scheduling: Keep the Time Zone With the Appointment
Keep AI-assisted schedules clear through clock changes. A worked London example shows how dates, time zones, elapsed intervals and saved calendar records fit together.
AI Spreadsheet Cleaning: Keep Every Product Code Intact
Before asking AI to clean a spreadsheet, protect product codes and other identifiers. A worked example shows why correct row counts and totals can miss altered codes.