As a purveyors of data we have come to understand one important thing that governs the analytics universe and its’ use in the field.
Your application stack and the day-to-day behavior of external clients and internal peers drives the DBA V8 (esp. data quality) more than anything else. Data generation is a mirror of source application functionality and a users personal habits. Underlining analytics technologies (no matter how much AI &/or automation) you use cannot reverse engineer these realities. This is the foundation your analytics machine of choice is built on, hence the importance of dataops.
So, in our continuing effort to focus energy in the right ways we have taken a vertical approach- to better serve, understand, and educate you, your peers, and your clients.