DataRobot

DataRobot is an enterprise platform for building, operating, and governing AI agents at scale, named a 3X Leader in Gartner's Magic Quadrant for Data Science and Machine Learning Platforms, with co-engineering partnerships with NVIDIA and SAP. Its "Build" capabilities offer customizable blueprints and component selection (LLMs, embeddings) for creating enterprise-grade agents; "Operate" handles dynamic compute orchestration across edge, cloud, or on-premises deployment with real-time monitoring; and "Govern" adds asset tracking, enforceable compliance controls, testing frameworks, and automated audit documentation. Customer case studies cite $60M-$200M in reported ROI. No self-serve pricing exists; access requires a trial request or demo, consistent with enterprise AI/ML platform sales. Good fit for a large enterprise that needs to build, deploy, and govern many AI agents across the business with centralized compliance and audit controls, not a single-agent tool.