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Data & Analytics: Make Your Numbers Traceable

A dashboard is only useful when people understand what its numbers mean. Conflicting definitions, disconnected systems, and manual reconciliation leave teams debating the report instead of acting on it.

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About This Video

A written summary of what the video covers, with its chapters where it has them, so you can scan the key points, jump to the part you need or read along instead of watching.

Cognativ starts with the decision the information must support. We trace the data from its source, through transformation, to the report, establish how it will be checked, and define who owns each measure. Agree on the question, the measure, and its owner before you build a larger dashboard.

Then the work connects: integration and pipelines, architecture and modeling, reporting, data quality and governance, and data products.

RAPID manages the engagement. Research and Analyze trace the question to its sources. Plan, Implement, and Decide validate the information in use.

For a healthcare payer, Cognativ connected de-identified claims data with normalized ingestion, APIs, and dashboards. The business reached a 20x exit valuation.

Chapters

  1. When reports disagree
  2. Start with the decision
  3. Question, measure, owner, and the work
  4. RAPID manages the engagement
  5. A healthcare data case, and where to start

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