target audience: TECH BUYER Publication date: Nov 2024 - Document type: IDC MarketScape - Doc Document number: # US51573824
IDC MarketScape: Worldwide Machine Learning Operations Platforms 2024 Vendor Assessment
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Abstract
This IDC study evaluates vendors that offer MLOps technologies and capabilities. As the AI market continues to grow, so do concerns about implementing responsible AI practices. There is a growing need for greater transparency and explainability of model results to promote confidence and trust in AI-based applications. While AI governance is a top priority, organizations continue to struggle to industrialize traditional AI/ML applications. AI platform vendors continue to add features that streamline and automate the AI life cycle for faster time to value, enable more users, and promote collaboration.
"MLOps adoption is growing as tools, technology, and best practices become more widely available," said Kathy Lange, research director, AI Software at IDC. "AI platform suppliers are increasingly embedding responsible AI practices and generative AI into their offerings to automate the AI life cycle and broaden the software's accessibility and transparency. This shift will fuel the market's growth while promoting trust in AI and strengthening the synergy between traditional and generative AI."