How To Organize Continuous Delivery of ML/AI Systems: a 10-Stage Maturity Model | Outerbounds

1. Get fully educated on the entire suite of GenAI tools that can drive productivity, change, and innovation in your company and industry. This is not a classroom exercise. This is more akin to swimming. You cannot learn to swim by listening to a lecture or watching a video. Roll up your sleeves, dive into the pool, and swim laps. Learn how the too... See more

Amershi et al . [3] state that software teams “flight” changes or updates to ML models, often by testing them on a few cases prior to live deployment. Our work provides further context into the evaluation and deployment process for production ML pipelines: we found that several organizations, particularly those with many customers, employed a multi... See more