door Petra Heck | dec 19, 2025
I started my research on “How to build production-ready machine learning (ML) systems” in 2019. In my first blogpost I analysed how this is different from “building production-ready software systems”. I followed that up with more blogs on testing ML applications, a...
door Petra Heck | jan 10, 2024
In my previous post, I introduced the quality model depicted in Figure 1. The flower model depicts the AI-related quality properties for AI-enabled systems, on top of the quality properties for software systems as specified by ISO25000. With the advent of foundation...
