ClearBox AI is an innovative startup based in Torino, Italy. We build products and services in the field of Explainable and Trustworthy AI. Our flagship product is a serving library / API that can be retrofitted to AI models to get human centric explanations, detect anomalies in the AI output, improve efficiency, robustness and the overall trust in the outputs of AI models. It is also intended to be a monitoring tool to keep track of the performance of the AI models.
Our product is designed as an MLOps solution allowing ML engineers to package a model by creating an augmented API for model serving and a database for continuous monitoring.
The augmented API is generated by using our proprietary eXplainable AI libraries. This API is designed to:
- Enrich single queries with local explanations of the output, enhancing interpretability of the model decisions.
- Explanations are presented in the form of historical examples, decision rules and counterfactual examples.Create an intuitive feedback mechanism to monitor the model performance over time.
- Perform robust uncertainty quantification of the model answers to increase trust in each recommendation.Perform anomaly detection of live data and report adversarial attacks.
Our technology can be applied to any organisation/enterprise that has invested in building AI models and would like to put them in production. Machine Learning Engineers and Data Scientists teams would benefit most from our offer.