DataRobot named a Leader in the IDC MarketScape: Worldwide Machine Learning Operations Platforms 2024 Vendor Assessment. DataRobot was also named a Leader in the 2022 MLOP vendor assessment.
DataRobot was recognized for the following strengths:
- Embedded automation: DataRobot’s embedded automation is a key factor in its ease of use. DataRobot MLOps automates much of the machine learning development process, where experiments are versioned, stored, and linked to the training data.
- Governance: DataRobot’s approach to governance is comprehensive, focused on verifying and managing AI assets throughout the creation, integration, and observability stages. DataRobot’s centralized model repository provides visibility and transparency for managing all models, regardless of the model development tool or the deployment environment.
- Rapid product enhancements: DataRobot customers were pleased with the pace of delivery of new capabilities. DataRobot rapidly adapts to new market opportunities, such as incorporating GenAI, new open source innovations, and customer-driven features.
- Partnerships and ecosystem: DataRobot has partnerships with various technology providers, such as cloud platforms, data management tools, and application providers. This ecosystem allows users to extend DataRobot’s capabilities, build more comprehensive and customized AI solutions, and simplify AI deployment and management.
Download an excerpt of the IDC MarketScape: Worldwide Machine Learning Operations Platforms 2024 Vendor Assessment to learn:
- Why DataRobot was named a Leader
- Qualitative and quantitative assessments of the Machine Learning Ops landscape. What features are considered critical for Machine Learning Operations with generative and predictive AI.
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 product, 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 circles. Vendor year-over-year growth rate relative to the given market is indicated by a plus, neutral or minus next to the vendor name.