MLOps Lifecycle

tomtA streamlines your MLops lifecycle with the equivalent of safe individual level data for any purpose to preserve freedom to operate in compliance with GDPR, CCPA, NIST et al.

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Share anonymized real data at an atomic level (individual 1 to 1 accuracy) at scale in the development environment to create ML products that matter

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Streamline and accelerate ML model and data governance with a round trip ability to anonymize real data for the safe data environment and return it to the original, identifiable data for the production environment

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tomtA enables MLops lifecycle (model creation to prediction to retraining) to stay in the development environment by using end-to-end anonymization of data at an individual 1 to 1 level at scale. No need to deploy in production.