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DataRobot, Inc.: Business Overview, Financials & Competitive Analysis

DataRobot, Inc. scores 5/10 on the AskCyborg Cyborg Score (Mixed). A capital-constrained AI governance platform facing commoditization pressure from cloud incumbents and struggling to justify standalone procurement in a consolidating AI stack market. DataRobot commands strong enterprise traction and retained tier-one investor backing, but faces significant valuation compression since its 2021 peak and intensifying competition from well-capitalized cloud hyperscalers bundling.

What is DataRobot, Inc.'s industry? DataRobot, Inc. (datarobot.com) operates in Enterprise AI. AskCyborg classifies DataRobot, Inc. under Enterprise AI in its company registry.

DataRobot is a provider of an agent workforce platform for enterprise artificial intelligence that offers tools to build, operate, and govern artificial intelligence at scale. Founded in 2012, the company has grown to...

5/ 10Mixed

Cyborg Score thesis

A capital-constrained AI governance platform facing commoditization pressure from cloud incumbents and struggling to justify...

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Industry Enterprise AI
5 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: August 31, 2026
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DataRobot, Inc. OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
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DataRobot, Inc. Overview

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DataRobot is a provider of an agent workforce platform for enterprise artificial intelligence that offers tools to build, operate, and govern artificial intelligence at scale. Founded in 2012, the company has grown to become a leader in the machine learning space with offices and customers around the world.

Strategic Profile

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DataRobot became a unicorn in 2021, reaching the milestone in 9 years. However, third-party fund marks from Franklin Templeton and BlackRock as of late 2025 and early 2026 imply a small fraction of the $6.3B Series G valuation, with BlackRock's Series F position marked at roughly 28% of cost basis. The company competes against cloud hyperscalers—AWS SageMaker, Google Vertex AI, Azure ML—that bundle AI/ML tooling with their broader infrastructure at subsidized economics.

Competitive Landscape

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DataRobot's top competitors include Databricks, Oracle, and Altair, with Databricks securing the most recent funding round in January 2026. The company also competes against cloud hyperscalers—AWS SageMaker, Google Vertex AI, and Azure ML—that bundle AI/ML tooling with their broader infrastructure at subsidized economics.

Industry Context

DataRobot, Inc. operates in Enterprise AI.

Key facts

Founded: 2012 · Headquarters: Boston, US · Employees: 863 · Revenue: Estimated $285M (annual) · Market cap: N/A (significant valuation compression from $6.3B Series G in July 2021)

What the analysts stress-tested

The top findings that survived the multi-agent debate for DataRobot, Inc..

  • DataRobot generates an estimated $285M in annual revenue, indicating substantial enterprise adoption, though valuation compression since 2021 suggests profitability or growth challenges may be constraining market confidence.
  • DataRobot acquired Agnostiq in February 2025, signaling strategic investment in workflow orchestration and MLOps integration despite capital constraints limiting M&A flexibility.
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Recent developments

Material events tracked by the AskCyborg corpus.

  • February 2025Acquired Agnostiq to expand MLOps and workflow orchestration capabilities
  • January 2026Franklin Templeton marked Series F stake at $2.02/share, down 69% from cost basis
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Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

AWS SageMakerCloud-native ML and AI services bundled with broader AWS infrastructure→Google Vertex AIUnified ML platform bundled with Google Cloud infrastructure→Azure MLMachine learning platform integrated with Azure cloud services→DatabricksData and AI platform for enterprise ML and analytics→DataikuCollaborative platform for data analytics and machine learning→

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Industry context

DataRobot, Inc. operates in Enterprise AI. See how the rest of the sector scores on the Cyborg framework.

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Frequently asked questions

What does DataRobot, Inc. do?+
DataRobot is a provider of an agent workforce platform for enterprise artificial intelligence that offers tools to build, operate, and govern artificial intelligence at scale. Founded in 2012, the company has grown to...
What is DataRobot, Inc.'s Cyborg Score?+
DataRobot, Inc. has a Cyborg Score of 5/10 (Mixed). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are DataRobot, Inc.'s main competitors?+
Named competitors include AWS SageMaker, Google Vertex AI, Azure ML, Databricks. The full competitive landscape is in the AskCyborg report.
How can I get the full DataRobot, Inc. research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the DataRobot, Inc. research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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