We develop software solutions for emerging reliability issues in machine learning (ML) / artificial intelligence (AI) applications.
We have filled one patent on ML security and are in the process of filling a second one on ML privacy.
One of our solutions is now used by WeBank, the first digital-only bank in China (branch of Tencent).
We aim at:
(1) For a large audience of customers: License our existing (and future) patented software solutions which are agnostic to the ML task of the customer and are already integrated with the two major ML frameworks (PyTorch from Facebook, and TensorFlow from Google).
(2) For bigger clients: Develop tailored solution, e.g. integrating prior business knowledge of the customer into the software, target additional frameworks.