DataFleets is the world's first software for data science on secure, private, and distributed data in a single, easy-to-use system for developers and enterprises. We solve a fundamental tension: maintaining the highest data protection standards and compliance (privacy) while simultaneously rapidly accelerating innovation (data science and AI / ML). By securely aggregating learnings rather than data, we represent a critically important step in the paradigm shift toward data privacy, trust, and edge computing.
Our product provides a DataFrame API that allows data scientists and developers to perform statistical analysis, data transformations, and ML model training on remote data that is secure and protected. Users can also perform remote data annotation using weak supervision tooling which helps to overcome the time-consuming task of data annotation.
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