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DataRobot

DataRobot

Overview

What is DataRobot?

The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that…

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Recent Reviews

DataRobot delivers

8 out of 10
August 17, 2022
Incentivized
DataRobot helps us make sense of a large amount of information. Trying to predict what's going to happen is always difficult, but with …
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How DataRobot Differs From Its Competitors

Comprehensive Platform

It is VERY friction-less and you don't have to worry about stitching a bunch of services together as with the hyperscalers. It just works and is very comprehensive from Dev to Ops.
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AI Solutions

We have a lot of challenges around the rapid change and unpredictable nature of health care regulations. Additionally we face workforce challenges and tight operating regulations. Having something that is able to help us reduce these things by understanding complex situations from a multitude of …
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Comprehensive Platform

Working in the banking industry can be exceptionally challenging due to its sensitivity and fast-paced nature. Our analytics department shoulders a substantial workload as it handles vast amounts of data. Fortunately, DataRobot has played a pivotal role in alleviating this burden. DataRobot not …
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AI Solutions

Working in the banking industry can be exceptionally challenging due to its sensitivity and fast-paced nature. Our analytics department shoulders a substantial workload, as it handles vast amounts of data. Fortunately, DataRobot has played a pivotal role in alleviating this burden. DataRobot not …
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Comprehensive Platform

Yes. I would recommend using DataRobot for any new organisation that has a skeleton crew in Data Science and are very early in their technology maturity level. It removes the costs related to engineering and MLOps and allows the scientists to focus on target design and model review rather than …
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AI Solutions

Patient data is highly sensitive and limits the use cases we can experiment on and deploy to DataRobot. I'm aware they offer some promises on privacy and security. For example, without more guarantees and clearer compliance measures, we won't be able to use it for clinical applications such as …
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Comprehensive Platform

it will be very useful for one-stop shop for data processing and modelling. Since it is on cloud platform, it is also accessible anytime, anywhere and not anymore dependent on on-premise server which is more prone to access issues.
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AI Solutions

There is a desire to quickly develop prototype modes and perform back testing validations to ensure the efficacy of the suggested model. DataRobot enables rapid prototyping to allow multiple people to provide feedback on the results. Sharing information across teams allows for improved feeback …
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Comprehensive Platform

Time To Market improved a lot; we deliver new models faster. We can delegate some parts of the ML process to DataRobot itself, which is ideal since we are a small team. Moreover, we are less dependent on other teams since we don't have to manage servers and/or machines on our own. We don't loose …
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AI Solutions

Being a small team, a lot of ML tasks are concentrated on very few people. In order to scale our ML platform, we needed to delegate efficiently some parts of the process, and we needed a good tool that could automate this, ideally with a first-API approach using Python. Datarobot fits this.
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AI Solutions

Having a lot of null values for certain households and datarobot could automatically fill it. Having huge feature space that needs high computing power to do the models efficiently.
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Comprehensive Platform

Having a single platform to fit, evaluate and run all of our models for credit analysis was crucial to the success of the project. Constraints of time and personnel would have been prohibitive were it not for the automation and comprehensiveness of the DataRobot platform. The ongoing routine of …
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AI Solutions

A modeling platform like DataRobot has appropriately put the focus of our efforts on acquiring data, which it, ultimately, the lifeblood of the automated credit analysis process. DataRobot has offloaded an enormous burden of researching best practices, coding and evaluation of models. The time and …
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Comprehensive Platform

Personally, things go faster. I'm able to get at answers that I couldn't reach before, and at a fraction of the time. While it does take a bit to train up models with the data sources we're able to import, it's much better than not being able to do it at all or doing the modeling manually. It also …
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AI Solutions

We're always trying to find the next best thing for our clients. The ability to figure out when change is coming and how to adapt when it happens. Being able to see all this faster let's us get our work ahead of the 8-ball and really make sure we stand out.
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Comprehensive Platform

The first and very important thing was the user-friendly interface that allow us to accelerate the adoption of a new platform within our organization. Once the adoption was engaged, we started to support our business areas in a more understandable and faster way in order to contribute in the …
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AI Solutions

Establish a Data-Driven Culture in the organization was our main objective at the beginning of our Journey with DataRobot. In the past it was very difficult because the datamodelling capabilities were too limited. We started with small projects for then, take more complex use cases in other …
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AI Solutions

Sales are facing a downturn as the popularity of the product portfolio is a highlight variable. DataRobots AI tools have helped me produce many more predictive models aimed at increasing revenue or reducing costs in a much shorter amount of time.
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AI Solutions

Our organization faces a competitive marketplace and rises and dips in demand, especially with the pandemic and potentially new health-related crises on the horizon. DataRobot allows us to keep our inventory levels healthy and as optimal as possible so our revenue potential is maximized and we are …
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Comprehensive Platform

We have benefited by having increased four-year graduation and one-year retention rates for our students. Through the use of the tool, we have also been able to gain a greater understanding of the factors that pose a risk to student success within our institution and the relative effects of each. …
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AI Solutions

The biggest challenge that our institution faced was being able to manage and increase the success of our large student population. With almost 60 000 students and limited institutional resources, it was essential that we were able to proactively identify which students were at risk and which ones …
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Comprehensive Platform

We only use the core product that DataRobot originally offered. Since their inception, they have acquired and integrated various companies for various purposes: ML Ops, Neutonian for time series model, Paxata for data hygiene, and smaller ones. We have tried several of these out but didn't find …
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AI Solutions

Building models quickly, deploying them quickly and having peace of mind that they will continue running without major issues (outside of data drift, which we monitor). Marketing has transformed into an exercise in building the best predictive models to target a [potential] customer base, and …
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Comprehensive Platform

  • The platform alleviates the cumbersome and lengthy former process associated with model design and formulation.
  • It streamlines multiple algorithms that can be tested and used to validate results.
  • Simple interface that allows modeling, simulation, and sensitivity analysis both from an operational …
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AI Solutions

  • DataRobot has helped us navigate a harsh and hostile environment, given high uncertainty and ambiguity regarding loan decision-making.
  • DataRobot's platform has saved loads of time and effort that would otherwise have been devoted to formulation, programming, and algorithm definition.
  • DataRobot has …
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Time to Value

Thanks to the very intuitive design and a great knowledge base with plenty of tutorials together with personal support from the DataRobot team, one is good to go within a week or two (assuming a good background in AI and ML is already there). The existing Python module lets more advanced users do …
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Time to Value

It is difficult to start, but later, it is a good tool. You need to do 1 course every 3 days, and also have someone from DataRobot or an external consultancy explain to you and help you learn how to use the tool daily. DataRobot helps you a lot because they want your success.
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Time to Value

If you start on your own maybe it will take a little bit more time but if you go from the DataRobot academy it is immediate. On top of the customer support we receive from DataRobot guys, all your questions are answered on the spot which makes the learning process much faster
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Awards

Products that are considered exceptional by their customers based on a variety of criteria win TrustRadius awards. Learn more about the types of TrustRadius awards to make the best purchase decision. More about TrustRadius Awards

Popular Features

View all 16 features
  • Automated Machine Learning (54)
    9.3
    93%
  • Single platform for multiple model development (51)
    9.0
    90%
  • Automatic Data Format Detection (51)
    8.4
    84%
  • Visualization (51)
    8.0
    80%

Reviewer Pros & Cons

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Verified User
Director in Information Technology
Real Estate Company, 1001-5000 employees
Verified User
Professional in Information Technology
Financial Services Company, 1001-5000 employees
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Pricing

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DataRobot

DataRobot

Free

What is DataRobot?

The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business…

Entry-level set up fee?

  • No setup fee

Offerings

  • Free Trial
  • Free/Freemium Version
  • Premium Consulting/Integration Services

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Features

Platform Connectivity

Ability to connect to a wide variety of data sources

7.1
Avg 8.5

Data Exploration

Ability to explore data and develop insights

7.9
Avg 8.4

Data Preparation

Ability to prepare data for analysis

7.7
Avg 8.2

Platform Data Modeling

Building predictive data models

8.6
Avg 8.5

Model Deployment

Tools for deploying models into production

8.3
Avg 8.6
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Product Details

What is DataRobot?

The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service.

The solutions include tools providing data preparation enabling users to explore and shape data in preparation for machine learning, automate machine learning, deploy, monitor, manage, and govern all AI models (i.e. MLOps), and the ability to generate time series models that predict the future values of a data series based on its history and trend.

DataRobot AI Platform extends the user's data science expertise with automation and aims to give unlimited flexibility for both data science experts and non-technical users to succeed with AI.

DataRobot Features

Platform Connectivity Features

  • Supported: Connect to Multiple Data Sources
  • Supported: Extend Existing Data Sources
  • Supported: Automatic Data Format Detection
  • Supported: MDM Integration

Data Exploration Features

  • Supported: Visualization
  • Supported: Interactive Data Analysis

Data Preparation Features

  • Supported: Interactive Data Cleaning and Enrichment
  • Supported: Data Transformations
  • Supported: Data Encryption
  • Supported: Built-in Processors

Platform Data Modeling Features

  • Supported: Multiple Model Development Languages and Tools
  • Supported: Automated Machine Learning
  • Supported: Single platform for multiple model development
  • Supported: Self-Service Model Delivery

Model Deployment Features

  • Supported: Flexible Model Publishing Options
  • Supported: Security, Governance, and Cost Controls

Additional Features

  • Supported: Automated Time Series
  • Supported: Cloud-Hosted Notebooks
  • Supported: Data Preparation
  • Supported: Feature discovery
  • Supported: MLOps
  • Supported: No Code AI App Builder
  • Supported: AI Apps
  • Supported: Decision Flows
  • Supported: Bias Testing and Monitoring
  • Supported: Compliance Documentation and Prediction Explanations
  • Supported: Anomaly Detection
  • Supported: Data Prep Automation
  • Supported: Bringing together any type of data from any source
  • Supported: Demand Forecasting

DataRobot Screenshots

Screenshot of Decision FlowsScreenshot of No Code App BuilderScreenshot of AI AppsScreenshot of Automated Time SeriesScreenshot of MLOpsScreenshot of Model InsightsScreenshot of Visual AIScreenshot of Prediction ExplanationsScreenshot of Bias and FairnessScreenshot of Cloud-Hosted NotebooksScreenshot of Data PreparationScreenshot of Location AI

DataRobot Videos

DataRobot Integrations

DataRobot Competitors

DataRobot Technical Details

Deployment TypesOn-premise, Software as a Service (SaaS), Cloud, or Web-Based
Operating SystemsWindows, Linux, Mac
Mobile ApplicationNo
Supported CountriesGlobal
Supported LanguagesEnglish, Spanish, French, Korean, Japanese, Portuguese

DataRobot Downloadables

Frequently Asked Questions

DataRobot starts at $0.

Dataiku, H2O.ai, and Google Cloud AI are common alternatives for DataRobot.

Reviewers rate Automated Machine Learning highest, with a score of 9.3.

The most common users of DataRobot are from Mid-sized Companies (51-1,000 employees).
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Comparisons

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Reviews and Ratings

(84)

Attribute Ratings

Reviews

(1-25 of 49)
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