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Business challenge
The client needed more than dashboards. They needed trustworthy definitions, repeatable pipelines, and reporting that could support operating decisions.
Implementation
We rebuilt the analytics foundation around clean inputs and leadership-ready outputs. The work produced a more durable system with measurable impact, including improved visibility and reporting for custom CRM and other data sources.
Reported outcomes
Unified
Data model
Dashboards
Leadership visibility
Insights
Decision support
