IDC MarketScape: Worldwide Machine Learning Operations Platforms 2024 Vendor Assessment
The IDC MarketScape vendor analysis for the ML Ops space evaluates various providers in the market. Vendors were assessed on capabilities based on product, go-to-market and business execution and strategy based on alignment with customer requirements over a 3-5 year time horizon. IBM is a Leader in the report.
Read the excerpt to learn about:
- Machine Learning Operations and how IBM has been investing in AI and machine learning across the ML Ops lifecycle
- Challenges in the areas of data and governance and how watsonx.governance provides a comprehensive solution for responsible, trusted and transparent AI
- Advice for technology buyers and things to consider when assessing MLOps software platforms
- Vendor summary profile for IBM, which highlights IBMs strengths of AI governance, deployment option flexibility and no-code/low-code capabilities
IDC MarketScape vendor analysis model is designed to provide an overview of the competitive fitness of ICT suppliers in a given market. The research methodology utilizes a rigorous scoring methodology based on both qualitative and quantitative criteria that results in a single graphical illustration of each vendor’s position within a given market. The Capabilities score measures vendor go-to-market and business execution in the short-term. The Strategy score measures alignment of vendor strategies with customer requirements in a 3-5-year timeframe. Vendor market share is represented by the size of the icons.
The IDC MarketScape vendor analysis for the ML Ops space evaluates various providers in the market. Vendors were assessed on capabilities based on product, go-to-market and business execution and strategy based on alignment with customer requirements over a 3-5 year time horizon. IBM is a Leader in the report.
Read the excerpt to learn about:
- Machine Learning Operations and how IBM has been investing in AI and machine learning across the ML Ops lifecycle
- Challenges in the areas of data and governance and how watsonx.governance provides a comprehensive solution for responsible, trusted and transparent AI
- Advice for technology buyers and things to consider when assessing MLOps software platforms
- Vendor summary profile for IBM, which highlights IBMs strengths of AI governance, deployment option flexibility and no-code/low-code capabilities
IDC MarketScape vendor analysis model is designed to provide an overview of the competitive fitness of ICT suppliers in a given market. The research methodology utilizes a rigorous scoring methodology based on both qualitative and quantitative criteria that results in a single graphical illustration of each vendor’s position within a given market. The Capabilities score measures vendor go-to-market and business execution in the short-term. The Strategy score measures alignment of vendor strategies with customer requirements in a 3-5-year timeframe. Vendor market share is represented by the size of the icons.