Stories, Insights & Decisions Topic
Data Quality & Governance
Entity resolution, consistent business definitions and answers you can inspect — the groundwork that every trustworthy cross-system analysis quietly depends on.
3 pieces published
Plausible AI answer, or verified business answer?
A fluent response is not evidence that the system used the right records, applied the right definition or respected the user's permissions.
Read the article→ candidate · needs review
Five identities for one entity. Which should the business trust?
The objective is not to merge every similar record. It is to establish defensible relationships, preserve uncertainty and avoid treating an unverified match as fact.
Read the articleTwo reports, both correct, one wrong decision
Comparing totals without comparing their rules creates false disagreement. The fix is to establish what each number means before reconciling them.
Read the articleBring the question
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