The Convergence of Data Quality and Data Observability
With the growth in data and the adoption of modern cloud architecture or
hybrid with data spread across cloud and on-premise, both producers and
consumers of data are shifting away from the traditional ideologies around
Centralized Data Ownership towards new principles around “Decentralized
Data Ownership.
Instead of flowing the data into a centrally owned data lake or platform, more and more domain owners are adapting the principles of “Data as a product” and serving datasets in an easily consumable way using self-service data infrastructures. Today’s modern data teams use a variety of architectures ranging from Cloud Warehouse to Lakehouse, Data Virtualization to Data Fabrics or Mesh to suit their varying needs of speed and compute power. When it comes to leveraging data for improved day-to-day operations or better Strategic decisions, organizations need to look across both perspectives of minds –Data minds and Business minds as below.
