Model Operations (MLOps)

AI Architecture

Governance & Culture

AI Factory use cases

Strategy Are we solving a real business problem?

Data Level of quality of data into a model Vs output?

Tech Infrastructure scalable enough to move from pilot to production?

People culture ready to accept AI-driven decisions? 

Governance Internal Oversight (Right policies and people in charge)

Risk Technical Safety (model robust, unbiased, and secure)

Compliance Legal Obligations (EU AI Act or GDPR)