Establish Continuous Integration for AI

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Product Category: Baker’s Dozen
Format: PDF

A Baker’s Dozen Methods to Establish Continuous Integration for AI

Continuous Integration (CI) for AI systems presents unique challenges that traditional software CI practices don’t fully address. Unlike conventional software, where code is the primary artifact, AI systems must manage code, data, models, and the complex interactions between them. Establishing effective CI for AI requires a thoughtful approach that considers the entire machine learning lifecycle while maintaining the speed and reliability that modern development demands.

The Product is available for download for our paid subscribers. The product is a PDF with 13 ideas elaborating each concept along with a short introduction, takeaways, and next steps.  There are over 120 such downloadable Baker’s Dozen products.

For a comprehensive list, go to https://www.kognition.info/bakers-dozen-strategies-for-enterprise-ai/