XAI - eXplainableAI Framework

What do we mean by eXplainable AI?

We see the challenge of explainability as more than just an algorithmic challenge. The XAI Framework is designed to empower you to introduce explainability and perform bias evaluation through three steps: 1) data analysis, 2) model evaluation, and 3) production monitoring. This is visualised in the diagram below.

Check out our hands on case study where we introduce explainability and remove undesired biases in a credit risk / loan approval process using deep learning. Watch the technical video below.