Strategies for convincing software teams to take ownership of data quality. Download Your Verified Resource
To successfully drive data quality, follow these three steps: Strategies for convincing software teams to take ownership
Use tools like Great Expectations or Monte Carlo to monitor compliance with the contract in real-time. the CI/CD pipeline will fail
By using a contract, the producer is no longer allowed to change a database schema silently. If a software engineer tries to delete a column that is part of a contract, the CI/CD pipeline will fail, preventing the "silent breakage" of data pipelines. 2. Standardizing Semantics Strategies for convincing software teams to take ownership