--- title: AI in Food Waste Management Whitepaper | Leanpath description: A free whitepaper on what AI can and can't do in a commercial kitchen today, from photo-based waste tracking to specific recommendations, and what's coming next. --- [![Logo](https://info.leanpath.com/hs-fs/hubfs/Logo.png?width=146&height=36&name=Logo.png "Logo")](https://www.leanpath.com) - [Products](https://www.leanpath.com/products/) - [Kitchen Waste Solutions](https://www.leanpath.com/products/food-waste-tracking/) - [Plate Waste Solutions](https://www.leanpath.com/products/plate-waste-tracking/) - [Industries](https://www.leanpath.com/industries/) - [Contract Management](https://www.leanpath.com/industries/food-industry-waste-management-solutions/) - [Hospitality](https://www.leanpath.com/industries/hotel-food-waste-management-solutions/) - [Colleges and Universities](https://www.leanpath.com/industries/college-university/) - [Healthcare](https://www.leanpath.com/industries/hospital-food-waste-management-solutions) - [Restaurants](https://restaurants.leanpath.com) - [Resources](https://info.leanpath.com/resources) - [Resources Hub](https://info.leanpath.com/resources) - [Blog](https://blog.leanpath.com/) - [Case Studies](https://info.leanpath.com/resources#case-studies) - [Webinars](https://info.leanpath.com/resources#webinars) - [Guides](https://info.leanpath.com/resources#guides) - [About](https://www.leanpath.com/about/) - [About Leanpath](https://www.leanpath.com/about/) - [Leanpath 12.3 Initiative](https://www.leanpath.com/leanpath-initiative/) - [Careers](https://www.leanpath.com/about/#carrers) - [Contact Us](https://www.leanpath.com/contact/) - [Client Help Center](https://online.leanpath.com/ccm/login?zendeskRedirect=true) - [Support](https://www.leanpath.com/contact/) - [Login](https://online.leanpath.com/ccm/login) [Get a Demo \>\>](https://www.leanpath.com/demo-request) ![close](https://info.leanpath.com/hubfs/close.svg) ### Let’s get the conversation started Fill out the form below to discuss the best solution for your operation: # Put AI to Work on Food Waste Learn what AI can and can't do in a commercial kitchen today, and what's coming next! - What AI can do in a kitchen today, and what still needs a chef - Sample AI recommendations, from batch sizes to order days - How waste data rolls up across every site you run - Why AI pilots stall, and what makes them stick ### Get your free copy Enter your email to get the whitepaper on how AI is used in food waste management today. ![Cover of the Leanpath whitepaper Artificial Intelligence in Food Waste Management](https://info.leanpath.com/hs-fs/hubfs/images/2026%20Q4%20Images/AI_Whitepaper_cover_flat.png?width=260&height=337&name=AI_Whitepaper_cover_flat.png) ## AI-powered tracking & insights Over the last few decades, kitchens went from clipboards to digital scales to analytics. Now AI can identify food from a photo, estimate its weight and turn waste data into specific changes. It pays off when your team acts on AI's suggestions, and this whitepaper covers how to get there. **Also inside:** - How food waste tracking evolved, from clipboards to computer vision - How to measure catered event waste from one photo per dish - Where AI in foodservice is headed next [![Logo Leanpath Footer](https://info.leanpath.com/hs-fs/hubfs/Logo%20Leanpath%20Footer.png?width=300&height=74&name=Logo%20Leanpath%20Footer.png "Logo Leanpath Footer")](http://leanpath.com) ![Footer Sign-off](https://info.leanpath.com/hs-fs/hubfs/Footer%20Sign-off.png?width=306&height=64&name=Footer%20Sign-off.png) #### Contact Us [![USA](https://info.leanpath.com/hs-fs/hubfs/USA.png?width=62&height=21&name=USA.png)](https://www.leanpath.com/contact/#world-headquarters) [![UK](https://info.leanpath.com/hs-fs/hubfs/UK.png?width=62&height=21&name=UK.png)](https://www.leanpath.com/contact/#world-headquarters) [![AUS](https://info.leanpath.com/hs-fs/hubfs/AUS.png?width=62&height=21&name=AUS.png)](https://www.leanpath.com/contact/#world-headquarters) [+1 503-620-6512 - Americas](tel:+15036206512) [+44 (0) 20 7509 0477 - EMEA & APAC](tel:+44%20(0)%2020%207509%200477) [Contact Us](https://www.leanpath.com/contact/) [Media Contact](https://www.leanpath.com/about/#media-contact) #### Want to know more? Sign up for our newsletter Get the latest food waste prevention news from Leanpath–delivered monthly to your inbox. © 2007-2026 Leanpath, Inc. All rights reserved. Leanpath and ValuWaste are registered trademarks of Leanpath, Inc. US Patent #7,415,375 - [Privacy Policy](https://www.leanpath.com/privacy-policy/) - [Data Processing Addendum (DPA)](https://www.leanpath.com/wp-content/uploads/2026/07/Leanpath_DPA_R2_July-2026.pdf) [![linkedin](https://info.leanpath.com/hubfs/linkedin.svg)](https://www.linkedin.com/company/leanpath-inc./) [![instagram](https://info.leanpath.com/hubfs/instagram.svg)](https://www.instagram.com/leanpath/) [![youtube](https://info.leanpath.com/hubfs/youtube.svg)](https://www.youtube.com/user/LeanPath) [![Facebook](https://info.leanpath.com/hubfs/Facebook.svg)](https://www.facebook.com/leanpath/)