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Business Intelligence

BI that works starts with definitions, ownership, and cadence — then dashboards.

Decision-ready reporting for owners and operators.

Core principles

  • Metric definitions — single meaning, single owner
  • Data model discipline — sources, refresh, lineage
  • Dashboards designed around decisions, not vanity
  • A review cadence that forces action

Typical outputs

  • KPI dictionary — definition + source + owner
  • Dashboard wireframes tied to decisions
  • Reporting rhythm — who reviews what, when
  • Data quality checklist

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