Gartner® Report: Go Beyond Machine Learning and Leverage Other AI Approaches

Machine learning does not always provide optimal results. Download this complimentary report to get recommendations from Gartner  stating that since there is no single best technique in the AI field suitable to resolve all business problems, Data and Analytics leaders should: 

  • Examine the pros and cons of classic AI techniques to understand their feasible scenarios.  
  • Encourage data and analytics teams to leverage these techniques in suitable occasions rather than sticking to machine learning alone. 
  • Revisit failed ML-only initiatives to determine if a combination of traditional approaches and additional AI techniques could result in more sustainable, efficient and robust solutions.

Gartner, Go Beyond Machine Learning and Leverage Other AI Approaches, Ben Yan, Erick Brethenoux, Mike Fang, Pieter den Hamer, Updated 26 September 2023, Originally Published 26 April 2022.

GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.

Guidance for Your Journey

30 Day Free Trial for Commercial Users

Start solving your most complex challenges, with the world's fastest, most feature-rich solver.

Always Free for Academics

We make it easy for students, faculty, and researchers to work with mathematical optimization.

Try Gurobi for Free

Choose the evaluation license that fits you best, and start working with our Expert Team for technical guidance and support.

Evaluation License
Get a free, full-featured license of the Gurobi Optimizer to experience the performance, support, benchmarking and tuning services we provide as part of our product offering.
Academic License
Gurobi supports the teaching and use of optimization within academic institutions. We offer free, full-featured copies of Gurobi for use in class, and for research.
Cloud Trial

Request free trial hours, so you can see how quickly and easily a model can be solved on the cloud.