XPDEEP

The deep learning (DL) models generated by artificial intelligence (AI) engines are today black boxes whose opacity and lack of explicability limit their field of application in many critical fields (defense, health...) or regulated fields (RGPD, AI Act...).

Xpdeep's revolutionary engine simultaneously generates the deep model and its intelligible, precise and complete explanations, accessible via a visualization module. Model performance is already on a par with models learned by the most popular non-explainable DL engines.

Xpdeep technology enables the design of self-explanatory LD models combining performance, low complexity and intelligibility. By enabling the sequencing of model decisions to be understood, Xpdeep provides intimate understanding in development and confidence in use.

Now optimized for the analysis of temporal and static data, the Xpdeep engine can be deployed for all AI tasks and other types of data. It is marketed to ESNs, AI firms... and to companies and organizations for prediction or classification tasks.

This self-explanatory AI engine is designed for applications where the volume of data is very large, and where usage is critical or regulated. The Xpdeep solution can be used to certify autonomous models prior to their use, or to support informed decision-making.