The system that is proposed here is a repeatable process loop that moves from initial data ingestion to the final staging of data in a trusted layer or data warehouse. The process is made up of four distinct phases with their own milestones and deliverables – in other words, any observer will know when a phase is done or not done based on deliverables, goals met, and quality metrics satisfied.
I recently completed a guide for a client related to creating data quality metrics. It’s an interesting problem to tackle, … More
How does an organization go about determining data quality? What are the first steps in an overall process to achieve … More
This post describes an opinionated method for achieving data quality within a small organization. There are some pre-qualifiers and assumptions … More