Know your ML Score based on Sculley's paper This Excel file helps you do an initial evaluation of your ML project and evaluate readiness. The cases covered in the Excel is non-exhaustive, and you should definitely customize it based on your ML project needs.
Refer to the paper The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction https://research.google.com/pubs/archive/aad9f93b86b7addfea4c419b9100c6cdd26cacea.pdf
and
https://papers.nips.cc/paper/5656-hidden-technical-debt-in-machine-learning-systems.pdf