Fiddler

Fiddler provides ML explainability and model monitoring. It explains why a model made a specific prediction and tracks model behaviour over time to catch issues.

I use Fiddler when stakeholders need to understand why the AI makes specific decisions - not just the prediction but the reasoning. This is particularly important for regulated industries or high-stakes decisions where you need to justify the model's output.

For Barnsley businesses where AI decisions need to be explainable - lending, insurance, compliance, or any situation where "the algorithm said so" isn't enough - Fiddler provides the transparency layer.