Practice Director - Data Architecture & Governance at Agilarc LLC
Real User
2022-01-18T15:09:16Z
Jan 18, 2022
A framework assists in keeping straight individual parts and the relationships that exist between them.
So if there is not a deep understanding of the parts and the relationships, one can benefit "immediately" from a "pure" proposed framework over a DIY/adhoc effort.
The choice between a prescribed versus adhoc framework really comes down to the effort you are willing to put out at the outset and your honest evaluation that you'll get all the parts and get the relationships correct upfront.
My recommendation: look at a few of the frameworks that others have developed and then expand/shrink to fit your given situation.
Search for a product comparison in Data Governance
Data governance is the set of processes, policies, and technologies that ensure data quality, accuracy, and security throughout its lifecycle. Data governance tools help organizations implement and manage their data governance programs. These tools can automate many tasks involved in data governance, such as data discovery, classification, lineage, and quality assessment.
A framework assists in keeping straight individual parts and the relationships that exist between them.
So if there is not a deep understanding of the parts and the relationships, one can benefit "immediately" from a "pure" proposed framework over a DIY/adhoc effort.
The choice between a prescribed versus adhoc framework really comes down to the effort you are willing to put out at the outset and your honest evaluation that you'll get all the parts and get the relationships correct upfront.
My recommendation: look at a few of the frameworks that others have developed and then expand/shrink to fit your given situation.
We use the Informatica suite, Axon and IDQ, and are currently implementing EDC (Enterprise Data Catalog).