Machine learning made secure / fast / efficient
Creating a GEM
Today’s financial institutions face a paradox: they’re flooded with data, yet starved for insights. There's a mountain of information to sift through, but the most valuable data is often locked away. Gemsen helps data scientists move fast and test ideas with ease. Our technology provides secure data access and enable machine learning that runs up to 1,000 times faster, all while using 99% less storage. This means organizations can stay ahead, make informed decisions, and respond in real-time.
We enable this by converting datasets into powerful, compact data abstractions. These abstractions capture essential mathematical relationships between features in the dataset without retaining the row-by-row underlying data. This approach has many benefits. It dramatically compresses the file-size, ‘pre-learns’ the relationships within the dataset for exploring and building models very quickly and completely preserving the privacy of the underlying dataset.