This white paper details Teradata’s AnalyticOps, a methodology and toolkit for automating AI model deployment, lifecycle management, monitoring, and governance at enterprise scale. It addresses common barriers—manual processes, poor monitoring, and lack of governance—that delay or prevent models from reaching production. Integrated with Teradata Vantage, AnalyticOps accelerates model registration, evaluation, approval, and deployment (in-database, API, or batch), supports BYOM workflows, and enables real-time scoring. Features include automated documentation, model drift detection, an enterprise model catalog, and secure, scalable operations for thousands to millions of models.

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