Understand exactly why the platform made a recommendation. Every prediction is decomposed into weighted feature contributions — not a black box.
This tool answers the question: "Why should I trust this AI recommendation?"
For any SAP project scenario you describe, the engine calculates a Project Success Probability and breaks it down factor by factor using SHAP attribution — showing you exactly which factors are helping or hurting your confidence score.
Use it to validate estimates, justify recommendations to clients, or identify the single biggest risk to address first.
Adjust the sliders to describe your project. The confidence score and SHAP attribution update instantly.
Each bar shows how much that factor contributes to (or detracts from) the confidence score. Longer green bar = stronger positive driver. Red = risk factor dragging down confidence.
Every confidence score is fully decomposable into its contributing factors