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DataRobot

Enterprise AI platform for model operations, governance and agent deployment.

Available information varies by company and source.

Profile record updated:

Company facts

Official name
DataRobot, Inc.
Entity type
COMPANY
Founded
2012
Headquarters
225 Franklin Street, Floor 13, Boston, Massachusetts 02110 USA
Company size
501–1,000
Market role
B2B SaaS Provider
Official website
datarobot.com

What DataRobot does

DataRobot operates a B2B SaaS model centred on an enterprise AI platform sold to organisations that need to develop, deploy and govern AI systems at scale. The platform creates value by consolidating multiple parts of the AI lifecycle into a single environment, reducing tooling fragmentation for enterprise teams. Revenue is supplemented by professional services that help customers implement the platform, integrate it with internal systems and accelerate production deployment.

Category differentiation

DataRobot is an enterprise AI software platform vendor, not a data broker, adtech company or foundational LLM model provider. It competes more closely with enterprise AI and MLOps platforms than with pure cloud infrastructure vendors.

Strategic context

AI-supported assessment from the existing company research; distinguish interpretation from sourced facts.

DataRobot is a private US-based enterprise software company that provides a unified AI platform for building, deploying, monitoring and governing machine learning, generative AI and agentic AI applications. Its offering is aimed at enterprise AI teams, data scientists, ML engineers, IT, risk and compliance functions, with additional professional services to support implementation and operational adoption. The company makes money primarily from enterprise software subscriptions for its AI platform and modules, with commercial terms shaped by deployment model, usage and scale. It also generates services revenue from implementation, integration and advisory work. Its acquisition history shows a deliberate build-out of end-to-end enterprise AI capabilities spanning data preparation, collaboration, MLOps, deployment and orchestration.

Company news briefing

Briefing updated:

DataRobot remains recognised as a Leader in the Gartner Magic Quadrant for DSML Platforms, emphasising its specialisation as a pure-play agentic AI provider. Alongside strategic initiatives such as the Chevron collaboration for autonomous inspections and the ACL Hydration security framework, the company has further updated its executive structure under CEO Debanjan Saha. This transition includes the departure of the Senior Vice President of Product, following the earlier formalisation of a leadership team focused on enhancing governance and technical scalability for enterprise AI.

Business model & monetisation

DataRobot primarily monetises through enterprise SaaS subscriptions for its AI Platform, governance modules and agent-related products. Pricing varies by deployment model, user scale, prediction or workload volumes, and active deployments, with annual enterprise contracts as the core commercial structure. Additional revenue comes from professional services such as implementation, consulting, integration and support, and a free trial is used as a demand generation mechanism.

Enterprise AI platform subscriptions
Software Subscription
AI governance modules
Software Subscription
Professional services and implementation
Service Fee
Developer tooling and open ecosystem

Products & capabilities

No products with linked sources are available in this view.

Products & market categories

Competitors & alternatives

  • Knolli.ai

    No-code platform for building and monetising AI copilots.

  • IBM

    Enterprise cloud, AI, security and consulting provider.

  • UST

    Enterprise technology services and AI transformation provider for large organisations.

  • CloudFactory

    Enterprise AI operations platform with human-in-the-loop workflows.

View all competitors

Recent recorded signals

Dates refer to the source publication. Older entries are historical context, not evidence of a new event.

No sufficiently sourced and dated signals are available for this view.

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Questions about DataRobot

What is DataRobot?

DataRobot is a private enterprise software company that sells a platform for building, deploying, monitoring and governing AI systems.

Who uses DataRobot?

Its users are mainly enterprise AI teams, data scientists, ML engineers, IT teams, business units and compliance or risk teams.

How does DataRobot make money?

It earns revenue mainly from enterprise SaaS subscriptions and from paid implementation, consulting and support services.

Sources & coverage

This profile uses public, official and technically observable information. Missing information does not prove that a product or relationship does not exist. The list below does not imply that every profile statement has been verified.

26 publicly documented primary sources and citations linked across the market graph.

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