In 2026, choose an AI partner who starts with a thorough data readiness audit...

https://wiki-aero.win/index.php/Should_We_Run_Open-Source_Models_On-Prem_to_Protect_Data%3F

In 2026, choose an AI partner who starts with a thorough data readiness audit to map your unique needs. Ensure they support model portability across platforms like AWS SageMaker and Azure ML, making updates smoother and avoiding vendor lock-in