Topic

Data Management

Every article filed under this topic.

9 November 2026·7 min read

Is Your Data Ready for AI? Fix the Records Before the Model

AI answers from your data, so it repeats your data's mistakes faster and more convincingly. The five qualities that matter, a 100-record test you can run in an afternoon, and the clean-up order that makes an AI project work.

9 November 2026·7 min read

Moving From Spreadsheets to a New System: Data Migration Without Surprises

Migration is a project of its own and starts in week one. List the sources, decide what really moves, clean data where it lives, map fields, run trial loads and reconcile counts and totals with the people who know the records.