Description
Product Category: Best Practices Guides
Format: PDF
Retiring and Replacing AI Models
Retiring and replacing AI models is a critical phase in the AI lifecycle that requires careful planning and execution to maintain business continuity while upgrading to more effective solutions. As models age, they may become less effective due to concept drift, increased maintenance costs, or evolving business requirements. Here are the best practices for managing the transition from legacy AI models to their replacements, addressing key aspects such as impact assessment, stakeholder management, data migration, and operational continuity. These practices help organizations minimize disruption while maximizing the benefits of new model implementations.
Paid subscribers can login and download the PDF file. In addition to this, there are 100 other Best Practices guides in this series. For a complete list of Best Practices, please visit https://www.kognition.info/best-practices-guides/