Software becomes more useful when it helps a team understand what changed and why. A score without its inputs creates a new question; a score with a readable reason creates a next step.
At GBNOX, every recommendation is designed to be inspected. The interface shows the signal, the confidence around it and the action a person can take. That makes the system easier to challenge, improve and share with a colleague.
Explainability is not a report added after the model. It is a product constraint that shapes the data model, the API and the copy on the screen from the first line of code.