TrustAI

TrustAI provides explainability for machine learning models in AION. It helps users understand how and why predictions are made by analyzing the influence of individual features on outcomes. TrustAI enhances transparency and accountability through functionalities such as Explain Prediction, Explain Model, and Explain Batch Prediction—supporting both single-instance and bulk explanations. These tools collectively improve trust in AI systems by offering precision, coverage, reasoning, and visual interpretations.