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  3. DataRobot Agent Workforce Platform
Logo of DataRobot Agent Workforce Platform

DataRobot Agent Workforce Platform

byDataRobot
in
4.6
2025
Market Presence: Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning), Data Preparation Tools

Overview

Product Information on DataRobot Agent Workforce Platform

Updated 3rd December 2025

What is DataRobot Agent Workforce Platform?

DataRobot is agentic AI for the workforce. Our agentic platform enables frontline/business teams to develop, deliver, and govern AI agents and applications that work intelligently and securely with core business processes, infrastructure, and systems — maximizing impact and minimizing risk for organizations across industries.

DataRobot Agent Workforce Platform Pricing

DataRobot Agent Workforce Platform Product Images

Build Agents
Build Agents
Operate Agents
Operate Agents
Govern Agents
Govern Agents

Overall experience with DataRobot Agent Workforce Platform

Director of Finance
<50M USD, Banking
FAVORABLE

“Intuitive System Benefits Offset By Price and Documentation Complexity Issues”

4.0
Jan 21, 2026
Really like the product, it is intuitive and helpful. The new UX isn't my favorite and I keep switching to "classic UX" whenever I go in. I like that I can set it and forget it (for the most part). Finding additional use cases for the system is the challenge and that is how we add value to the expensive annual contract.
IT Manager
50M - 250M USD, IT Services
CRITICAL

“Lack of Japanese support and customization instructions makes it difficult to use”

3.0
Feb 2, 2026
It is a highly functional service and is recognized as being convenient if one can master it, but there is a lack of explanations and hands-on sessions in Japanese, and it is not yet possible to master the functions.
Automated Translation from Japanese

Badges

Gartner Peer Insights recognizes vendors who meet or exceed both the market average Overall Experience and the market average User Interest and Adoption score through a Customers’ Choice distinction.
2025
For Market:
Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)

About Company

Company Description

Updated 9th December 2024

DataRobot delivers AI that maximizes impact and minimizes business risk. Our AI applications and platform integrate into core business processes so teams can develop, deliver, and govern AI at scale. DataRobot empowers practitioners to deliver predictive and generative AI, and enables leaders to secure their AI assets. Organizations worldwide rely on DataRobot for AI that makes sense for their business — today and in the future.

Company Details

Updated 26th February 2025
Company type
Private
Year Founded
2012
Head office location
Boston, United States
Number of employees
501 - 1000
Website
https://www.datarobot.com

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

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Peer Discussions

DataRobot Agent Workforce Platform Reviews and Ratings

4.6

(789 Ratings)

Rating Distribution

5 Star
64%
4 Star
33%
3 Star
3%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.5

Integration & Deployment

4.5

Service & Support

4.7

Product Capabilities

4.6

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  • Director of Finance
    <50M USD
    Banking
    Review Source

    Intuitive System Benefits Offset By Price and Documentation Complexity Issues

    4.0
    Jan 21, 2026
    Really like the product, it is intuitive and helpful. The new UX isn't my favorite and I keep switching to "classic UX" whenever I go in. I like that I can set it and forget it (for the most part). Finding additional use cases for the system is the challenge and that is how we add value to the expensive annual contract.
  • Senior Director, Commercial Analytics
    50M-1B USD
    Healthcare and Biotech
    Review Source

    Comprehensive AI/ML Support With Calls for Improved AI Agent Workflow Design

    5.0
    Feb 16, 2026
    We benefit from a very strong partnership with the Data Robot customer success team ensuring we fully leverage the product and new features, including AI/ML and new Gen AI workbench. Data Robot is a leader in providing AI/ML and Gen AI model performance evaluation and deployment management. The Data Robot platform is designed around governance and compliance for Enterprise grade deployments and monitoring.
  • Director of IT
    10B+ USD
    Healthcare and Biotech
    Review Source

    DataRobot's rapid feature expansion and UI changes impact usage

    4.0
    Feb 17, 2026
    I've been working with this vendor as a DataRobot user since the POC request in 2019. Over the past seven years, the product and the people in charge have changed dramatically, and there have been some confusions during the transitional period due to differences in approaches from each person in charge and changes in the product's direction, but overall I'm satisfied because they have generally responded carefully and corrected course as necessary.
    Automated Translation from Japanese
  • Director of Data and Analytics
    50M-1B USD
    Insurance (except health)
    Review Source

    Advanced Data Science Teams Seek Greater Control and Export Flexibility

    4.0
    Feb 19, 2026
    The Data Robot team is extremely knowledgeable and helpful. From the POC to troubleshooting issues, they are very helpful.
  • SENIOR SYSTEMS ENGINEER
    50M-1B USD
    Banking
    Review Source

    AI Agents Simplify Deployment and Automate Routine Tasks With Built-In Monitoring

    4.0
    Jan 10, 2026
    We've had a few rounds of headcount "optimisation" so we thought that instead of hiring new people we would try AI agents. We are still in an early adopter's phase but already like how it looks like.
...
Showing Result 1-5 of 807

Recommended Gartner Insights

  • Critical Capabilities for Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)
  • Magic Quadrant for Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)
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User Sentiment About DataRobot Agent Workforce Platform
Reviewer Insights for: DataRobot Agent Workforce Platform
Deciding Factors: DataRobot Agent Workforce Platform Vs. Market Average
Performance of DataRobot Agent Workforce Platform Across Market Features

DataRobot Agent Workforce Platform Likes & Dislikes

Like

The classic UX is easy to navigate, the number of analytical data tools available help us determine the correct model to use to use predictive behavior, and the number of unique models available are very helpful in finding the right fit for our predictions.

Like

You can focus on coding without worrying about infrastructure. You can create data analysis and generative AI apps on a single platform. Users have a wide range of customization options.

Automated Translation from Japanese
Like

The product supports both AI/ML and GenAI model deployment and management with robust governance, compliance and security guardrails.

Dislike

The annual contract is one of our most expensive vendor partnerships, but it is very predictable, which is great. I want greater flexibility in upgrade options, like the number of workers or production keys shouldn't be in bulk, but if I only need 1 more, I should be able to buy 1 more and not 3. Setting up API's isn't very intuitive and the documentation is confusing. There are a lot of DataRobot specific terms within it that if you aren't familiar with, can easily get you lost.

Dislike

It's difficult to grasp the number of deployments required by the contract. Management of apps and other systems is individual, making it difficult to transfer work when employees leave or transfer. Insufficient guidance on customization.

Automated Translation from Japanese
Dislike

Data Robot target audience are data scientists and looking forward to the new AI workbench with a simplified user experience. Would ideally like to see a simple, intuitive user interface for developing and managing AI Agents and develop AI workflows.