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What is DataRobot Agent Workforce Platform?
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Overall experience with DataRobot Agent Workforce Platform
“DataRobot a hidden gem for Machine Learning & AI”
“AutoML Tool Offers Clean Setup with some much needed features missing”
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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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User Sentiment About DataRobot Agent Workforce Platform
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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
Good interface Good autoML features.
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.
- 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
Significant version upgrades are not smooth. Moving from 8 to 11 needed step by step upgrade, 8->10->11.
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.
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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. - Director of Finance<50M USDBankingReview Source
Intuitive System Benefits Offset By Price and Documentation Complexity Issues
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 Analytics50M-1B USDHealthcare and BiotechReview Source
Comprehensive AI/ML Support With Calls for Improved AI Agent Workflow Design
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. - 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 - Director of Data and Analytics50M-1B USDInsurance (except health)Review Source
Advanced Data Science Teams Seek Greater Control and Export Flexibility
The Data Robot team is extremely knowledgeable and helpful. From the POC to troubleshooting issues, they are very helpful.