QuantPi

Complex AI systems are inherently black-boxes with minimal insight into their internal functionality. This bears the danger of decisions that are not justifiable, legitimate, robust against external manipulations or that simply cannot be understood by stakeholders with different backgrounds. To help organizations meet this challenge, QuantPi developed an innovative framework which systematically matches questions about the functionality of AI systems with appropriate algorithms to produce relevant explanations. Furthermore, it allows users to understand how the latter algorithms work and to evaluate risks when interpreting their output. QuantPi is a spin-off of the prestigious Helmholtz Center for Information Security (CISPA) and Saarland University, located in Germany. We develop automated and scalable solutions for explainability and robustness auditing of AI models. The QuantPi team is made up of leading researchers, engineers and business minds from premier universities around the world. Our customers include well-established companies of various industries and fastly-growing AI startups.