First we must understand the data. Then we must understand what is inside the data.
Data has hidden facts and surprises. We need to approach it in a structured manner to know those.
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What we do
- Understand the data origins, formats, dependencies
- Understand the internal consumers of that data
- Understand the metrics that are derived out of that data
- Acquire the data from origin
- Load to data lakes
- Create data marts
- Plan aggregation routines and periodic jobs
- Plan visualization models
- Plan visualization security policies
- Create dashboards
- Maintain dashboards
Benefits
- Use data to make decisions
- Reduce human communications across departments for want of data
- Control the org with full 360 degree view of data
- Monitor business performance in real time