Focus of Assessment
Identification of technical limitations
Review of training and validation data quality
Assessment of model performance and stability
Evaluation of testing methods
Review of explainability and technical documentation
Governance Value
Confidence in technical reliability
Early detection of performance or data issues
Clear understanding of model limitations
Actionable recommendations for improvement
All assessments are delivered through a socio-technical lens, considering data, models, people, workflows, and governance together.
Focus of Assessment
Identification of technical limitations
Review of training and validation data quality
Assessment of model performance and stability
Evaluation of testing methods
Review of explainability and technical documentation
Governance Value
Confidence in technical reliability
Early detection of performance or data issues
Clear understanding of model limitations
Actionable recommendations for improvement
All assessments are delivered through a socio-technical lens, considering data, models, people, workflows, and governance together.