November 8, 2024, Santa Clara, California – IBM has been identified as a leader in the IDC MarketScape: Worldwide Machine Learning Operations Platforms 2024 Vendor Assessment. The ranking indicates IBM’s extensive strengths in AI management and automation where large scale machine learning deployments are concerned.
IBM’s watsonx platform, which integrates AI studio tools, data governance, and secure MLOps functionalities, which support businesses aiming to deploy AI applications with cost-effectiveness and transparency.
According to IDC MarketScape, “the platform emphasizes governance, collaboration, and automation across the entire machine learning life cycle, including data ingestion, model development, registration, deployment, validation, monitoring, drift detection, and alerting.”
Watsonx helps developers in building and monitoring applications using tools like AutoAI, which has the ability to recommend optimal models with minimal code requirements. The IDC MarketScape report noted, “IBM watsonx.ai empowers users with various skill levels to leverage AI/ML lowering the barrier to entry for tasks such as data preparation, synthetic data generation, and automated model building without the need for extensive coding knowledge.”
IBM further enhances AI compliance by introducing the watsonx.governance component which provides automated model monitoring for performance, quality, and bias management. watsonx.data improves data protection, which is very important for securing resources over the hybrid cloud. The IDC report confirms the company’s leadership position in catering to the needs of the companies whose focus is mainly on AI.
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