Your first AI project: a clear outcome and data ready for the task
Choose a measurable AI task, fix the specific data it needs and test the complete workflow, including review effort, errors and permitted actions.
Ideas for better business systems
Data & AI
Data migration, shared definitions, group reporting and AI pilots with a useful outcome.
Articles in this topic
4 articles
Data migration: account for every record
Plan mapping, rehearsals, reconciliation and cutover so each in-scope record has an explained destination and the business can verify the result.
Why your customer reports disagree
Agree what each customer measure counts, which records support it and who controls changes before building another dashboard.
Getting one view of data after acquisitions
Agree group definitions, map identifiers and establish data ownership before forcing acquired businesses onto a single system.
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