Data Insight Hub
An insight hub for turning disconnected operational activity into practical leadership visibility.
Project Direction
The Data Insight Hub explores a central layer for viewing operational activity across multiple systems. It is designed for teams that need one reliable view of client activity, sales signals, service health, and performance trends.
The project focuses on metric definitions, source-of-truth mapping, exception surfacing, and role-specific reporting. The aim is to support decision-making without forcing every system into one monolithic platform.
Research Questions
- Which insight patterns help leaders move from a metric to the underlying record quickly?
- How should data confidence and refresh timing be communicated in the interface?
- What reporting views are most useful for owners, managers, staff, and clients?
- How can teams keep metric definitions consistent as systems change?
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