Manual Governance Processes vs Model Governance

Developers should learn about manual governance processes when working in regulated industries (e meets developers should learn and implement model governance when building or deploying machine learning models in regulated industries (e. Here's our take.

Manual Governance Processes

Nice Pick

Developers should learn about manual governance processes when working in regulated industries (e

Pros

• g
• Related to: change-management, compliance-auditing

Cons

• Specific tradeoffs depend on your use case

Model Governance

Developers should learn and implement Model Governance when building or deploying machine learning models in regulated industries (e

Pros

• g
• Related to: machine-learning, mlops

Cons

• Specific tradeoffs depend on your use case

The Verdict

Use Manual Governance Processes if: You want g and can live with specific tradeoffs depend on your use case.

Use Model Governance if: You prioritize g over what Manual Governance Processes offers.

The Bottom Line

Manual Governance Processes wins

Developers should learn about manual governance processes when working in regulated industries (e