DataRobot Automated Machine Learning with Guardrails Democratize Data Science at your Pace blog background image v1.0

Automated Machine Learning with Guardrails – Democratize Data Science at your Pace

In the past, uncovering deep insights from machine learning and artificial intelligence (AI) required extensive programming skills and an intimate knowledge of math – experience in short supply in most enterprises. A new class of machine learning tools, however, is making it possible for your existing business analysts and business professionals to take machine learning and AI initiatives into their own hands by democratizing data science.


Let us show you how your organization can develop world-class predictive modeling capabilities with automated machine learning, without having to hire and train an entire data science team.

DataRobot enables you to:

  • Develop and deploy predictive models in a fraction of the time it takes using traditional methods without any prior programming knowledge
  • Take advantage of hundreds of cutting-edge open source machine learning models to find the most accurate model for your data
  • Move from historical data analysis to forward-looking predictive models without developing an extensive new skill set
  • Bring data science and predictive modeling into your organization and transform it into an AI-driven enterprise
  • Apply domain expertise to predictive modeling problems, allowing for the optimal blend of machine learning and human experience

Find out how DataRobot helps you implement machine learning at your organization – no prior data science experience necessary.

At LendingTree, we recognize that data is at the core of our business strategy to deliver an exceptional, personalized customer experience. DataRobot transforms the economics of extracting value from this resource.
Akshay Tandon
Akshay Tandon

VP of Strategy Analytics, LendingTree

What DataRobot was able to accomplish in the first hour was more thorough and accurate than models we had built over the prior month.
Dave Truzinzki
Dave Truzinzki

Chief Digital Officer, Crest Financial

We know part of the science and the heavy lifting are intrinsic to the DataRobot technology. Prior to working with DataRobot, the modeling process was more hands-on. Now, the platform has optimized and automated many of the steps, while still leaving us in full control. Without DataRobot, we would need to add two full-time staffers to replace what DataRobot delivers.
Automated machine learning is a great enabler - it allows data scientists to deliver more valuable work than they could otherwise achieve.
Andrew Cathie

Head of Data Science, Harmoney

The biggest impact DataRobot has had on Lenovo is that decisions are now made in a more proactive and precise way. As we get better and forecast accuracy keeps improving, people are becoming more confident and trusting of the process, the data, the models, and DataRobot.
Rodrigo Bertin
Rodrigo Bertin

Senior Business Development Manager, Latin America, Lenovo Brazil

Life before DataRobot was long, slow, and painful. DataRobot has really been able to revolutionize how we approach problem solving, both internally and with our clients.
Jason Mintz
Jason Mintz

VP of Product, DemystData

DataRobot not only empowered our data scientists by making them more productive, but is starting to democratize machine learning for our business analysts and data managers. The software itself is easy to use and understand. It is simple and gives clear results. It will be impactful to our organization and integral in advancing our overall AI strategy.
Anthony Randall

Digital Strategic Alliance Lead, Monsanto

DataRobot's platform makes my work exciting, my job fun, and the results more accurate and timely – it's almost like magic!
Omair Tariq
Omair Tariq

Data Analyst, Symphony Post Acute Network

We wanted to use DataRobot to identify the key drivers that we hadn't considered. The speed of the platform is its strength, where it can generate results in less than an hour, instead of a few days. The speed encourages more people in the department and company to be involved with data science.
I think we need to take it upon ourselves in the industry to build the predictive models that understand what the needs and wants of our customers are, and go through the whole curation process, become their concierge.
Oliver Rees
Oliver Rees

General Manager – Torque Data at Virgin Australia

Data-driven marketing communications result in subscribers receiving fewer, better-targeted emails which strengthen relationships between DR Koncerthuset and its subscribers.
Kim Gregersen

Solutions Architect, One Marketing

We were able to extract value from our modeling process, but DataRobot really helped us hit that inflection point where it went from something we valued and something we did to really blowing it out of the water.
Braden Moore
Braden Moore

VP of Analytics, Philadelphia 76ers

We are using DataRobot to make some pretty huge decisions at Steward Health Care. DataRobot is very much a part of our growth strategy. It's uncharted territory for healthcare.
Erin Sullivan
Erin Sullivan

Executive Director, Steward Health Care