Datatron

Datatron is a company specializing in the development of an AI and machine learning operations (MLOps) platform. Datatron’s platform’s key offerings include MLOps capabilities and AI model monitoring and governance features.

Datatron's MLOps platform provides tools for automating model deployment, managing, monitoring, and governing machine learning models across different environments. It supports any language, framework, and library, ensuring flexibility for data scientists. Features include a model catalog for transparency and lineage, various deployment models, and a unique Publisher/Challenger Gateway for model testing. Additionally, it offers model rollback for safety, GPU support for performance, and options for distributed computing.

Datatron's AI Model Monitoring and Governance features focus on satisfying risk management and compliance by monitoring models for drift, bias, and performance. Key features include a dashboard for an overview of model health, proprietary health scores, and tools for detecting bias, drift, and anomalies. There are also provisions for alerts, custom metrics, and comprehensive activity logs and audit trails.

Furthermore, Datatron's platform is designed for flexibility, supporting diverse environments like on-premise and various clouds, including AWS and Azure. 

Datatron claims its platform helps to deploy models in 90% less time and cost compared to homegrown solutions.

Key customers and partnerships

Notable customers of Datatron include Johnson & Johnson, Comcast, Ford, and Domino’s Pizza. 

Dominorm development.o's utilized Datatron to effectively handle models that offered insights into store location, staffing decisions, and strategies for enhancing the overall customer experience. In this process, Datatron enabled Domino's to enhance model management efficiency, streamline operations, reduce data scientist and IT resource workload, identify growth opportunities, and dynamically allocate resources, ultimately improving the customer experience.