DataRobot is a leading enterprise AI platform that enables organizations to build; deploy; and manage AI solutions at scale. The platform combines automated machine learning; computer vision; time series forecasting; natural language processing; and advanced AI governance capabilities to accelerate and optimize the entire AI lifecycle.
Key strengths of DataRobot include:
- End-to-end AI lifecycle management from data preparation to model deployment and monitoring
- AutoML capabilities that automate feature engineering; algorithm selection; and hyperparameter tuning
- Robust MLOps tools for model deployment; monitoring; and governance
- Support for both code-first and no-code development approaches
- Integration with popular data sources; development environments; and deployment options
In 2025; DataRobot expanded its capabilities in generative AI with the launch of DataRobot AI Cloud for Generative AI. This offering includes tools for developing; deploying and governing large language models and other generative AI applications securely within enterprise environments.
The acquisition of Agnostiq in 2025 enhanced DataRobot's compute orchestration capabilities; enabling more efficient resource allocation across multi-cloud and on-premises environments. This aims to reduce infrastructure complexity and costs for AI workloads.
DataRobot is well-suited for medium to large enterprises across industries like financial services; healthcare; manufacturing; and retail that are looking to scale AI adoption. Its comprehensive platform can support both citizen data scientists and expert ML practitioners.
Pricing for DataRobot is customized based on deployment options and usage. While specific pricing is not publicly available; the platform offers flexible consumption-based and enterprise licensing models.
Compared to alternatives like H2O.ai and Databricks; DataRobot offers a more comprehensive end-to-end platform with stronger governance and MLOps capabilities. However; it may be more complex for smaller organizations or those just starting with AI.
Looking ahead; DataRobot is focused on further enhancing its generative AI capabilities; expanding its partner ecosystem; and developing industry-specific AI solutions. The company aims to make AI more accessible and impactful for businesses of all sizes.
Product Categories
- Artificial Intelligence
- Machine Learning
- AutoML
- MLOps
- AI Governance
- Predictive Analytics
- Generative AI
Product Features
- Automated Machine Learning
- Time Series Forecasting
- Computer Vision
- Natural Language Processing
- MLOps
- AI Governance
- Generative AI
- Model Monitoring
- Feature Engineering
- Model Explainability
Available Deployment Type(s)
Available Pricing Model(s)
- Custom Pricing
- Enterprise Licensing
- Consumption-based Pricing
