Business Background
The data ownership of various business groups, their sensitivity level, and in what business process these data get generated are vital information that serves as a guardrail for the initiative. The KPI, metrics manipulation, and data source/format profiling act as the bedrock for successful roadmap setting.
Analyze and Pre-deployment
In this stage the data is analyzed for the information content availability and the necessary transformation rules are applied. The transformed data are stored in specific structure that ensure the quick retrievability that ensures the user experience. Data are suitably manipulated to deliver the KPIs at a useful refresh rate to provide fresh information, just-in-time.
Data Operations
Data need to be provided to the right audience as per the organization data governance policy. This step ensures the adherence of data governance policy and monitors it continuously to eliminate identify and eliminate the associate risks.