Overview
Product Information on DataRobot Agent Workforce Platform
What is DataRobot Agent Workforce Platform?
DataRobot Agent Workforce Platform Pricing
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Overall experience with DataRobot Agent Workforce Platform
“DataRobot a hidden gem for Machine Learning & AI”
“Balancing the Pros and Cons of DataRobot's Data Science Tool”
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Data Science and Machine Learning Platforms
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Company Description
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.
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A Snapshot of What Matters - Based on Validated User Reviews
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
-Model development ~ This system can develop tens of models in the time it would take us to just do pre-processing -Documentation ~ Working in a highly regulated field means that I need to be able to describe the processes and controls necessary to deliver models and DataRobot does that with the push of a button -Support ~ As we continue to onboard employees with differing requirements for modeling, the DataRobot team has ensured that they are ever present to assist our teams on the best use of their tool
Read Full Review- Deployment services and challenger functionality - Ease of running many models at once, if org doesn't have that type of compute power - Great product for beginners in data science
Read Full ReviewDespite the fact that the product is very powerful, the service team is also excellent, and the level of support the company provides is exceptional. They partner with you on any project, they provide advice, and they provide time that is flexible with your schedule to resolve a problem or present a solution. Also, it is worth mentioning that the product's documentation feature saves the analyst a tremendous amount of time in preparing a full documentation of a model.
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- Learning Curve is high even with provided education - It's hard to tell what is included in my install and what isn't - I wish it had more warning for newer modelers so they don't assume the system is working
Read Full ReviewI don't like how the tool is pitched to users. The end-to-end project process in datarobot skips over many needs in the beginning process like EDA, outlier cleaning, etc. If these tools were built in (more than just a bar or line chart -- would be useful to see 3 features plotted together to see interactions) then we'd be onto something. Skipping this misleads the user, suggesting that just dumping a dataset in can yield great results, when in reality, this will give issues during scoring.
Read Full ReviewI don't think there is a weakness; however, the platform's interface is so rich in options and functions that it could be considered very powerful for analysts with a statistical background and would probably be overwhelming for users who don't have a strong background.
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Peer Discussions
DataRobot Agent Workforce Platform Reviews and Ratings
- CHIEF DATA OFFICER50M-1B USDBankingReview Source
DataRobot a hidden gem for Machine Learning & AI
DataRobot has delivered on its promises and is supercharging our machine-learning environment. Their support team was able to help us get up and running in their comprehensive environment while setting us up for success. They continue to provide state of the art updates to their impressive product set. - MANGER CREDIT RISK10B+ USDBankingReview Source
Great Platform, very powerful and would strongly recommend.
We've been using DataRobot for almost 5 years now, the platform is very powerful, the level of efficiency we obtained during the transition from the standard legacy modeling into machine learning using DataRobot was very significant, once you provide the clean data, the machine will build numerous models using many different statistical techniques to select the best that fit the model or the analyst, also it has many functionalities when it comes to correlation validation, feature analysis, import external codes....etc. Overall, we are very satisfied with it - Data Scientist1B-10B USDSoftwareReview Source
Unlock Automation with DataRobot: Discover 100s of features & train models effortlessly
The overall experience of the product is great! The customer support for the application on the on-prem deployment could be better. But, as the latest versions are on cloud, I'm sure the customer support experience there would be better. - CTO50M-1B USDBankingReview Source
Efficient Automation and MLOps Support Benefit Both Small and Large Teams
Datarobot is still the best AutoML platform hands down. The ability to upload datasets, feature engineer, build models, experiment, evaluate, deploy, monitor, retrain is 2nd to none. We spend a lot of time experimenting on improvements because Datarobot has made all the other steps efficient. The GenAI/LLM capabilities are on par with leading edge platforms and carry forward the same capabilities. In short, Datarobot has a great UX. For small teams, you can run a mature MLOps process with a single person. For large teams, you have everything needed for separation of duties and managing a large portfolio of ML/AI products. - Investment Strategy Analyst1B-10B USDReal EstateReview Source
Simple Platform Design Eases Model Creation but Troubleshooting Can Be Challenging
The team is very helpful and useful whenever you run into a problem, however realistically there is only so much they can help with results-wise.