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DataRobot

An enterprise platform for building, operating and governing AI agents, with monitoring, access controls and audit tooling, deployable on-premises, in hybrid setups or across clouds.

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What it does

DataRobot presents itself as an agent workforce platform for large organisations. It is organised around three jobs: building agents, operating them and governing them. The home page also lists generative AI, predictive AI, AI governance and AI observability among its platform areas. For builders, it offers customizable blueprints, built-in integrations and a choice of components from LLMs to embeddings, with the aim of balancing accuracy, latency and cost. For operators, it covers deployment to edge, cloud or on-premises, real-time monitoring of agent quality, and authentication of agents and users. For governance teams, it tracks assets and activity across the agent lifecycle, sets access and approval controls, and provides testing frameworks and automated audit documentation. The site also describes ready-made foundational and business agents, including ones built for SAP tools, and service-led delivery of purpose-built agents that DataRobot builds and manages. The calls to action are Try DataRobot and Request a demo; no prices are shown.

Capabilities

  • Agent blueprints and built-in integrations for building agents
  • Deployment on-premises, hybrid or across clouds
  • Real-time monitoring of agent quality
  • Access and approval controls with automated audit documentation
  • Ready-made foundational and business agents, including for SAP
  • Service-led delivery of purpose-built agents

When to use it

  • Your company needs to run many AI agents under central governance and compliance controls
  • You must deploy on-premises or across several clouds
  • You want a vendor to build and manage purpose-built agents for you