Leanpath launches touchless AI food waste tracker

The floor scale tracker uses built-in machine vision to recognize food waste items for accurate tracking.

A man in a chef's coat holds a tray of food under Leanpath's Floor Scale AI.
The Floor Scale AI collects data, then feeds the Leanpath food waste dashboard to provide analytics, reporting and guidance for chefs and managers to access.
Photo courtesy of Leanpath

Leanpath, a food waste management company based in Portland, Oregon, has launched an artificial intelligence (AI) floor scale tracker for high-volume kitchens. 

The new tracker integrates with Leanpath's existing AI-powered platform, which the company says automatically analyzes food waste and delivers recommended operational changes to address a kitchen's challenges. 

The Floor Scale AI uses embedded machine vision to recognize food waste items. Leanpath says the system automatically captures photos and operational details with no user input required. The data then feeds the Leanpath food waste dashboard to provide analytics, reporting and guidance for chefs and managers to access.  

"This floor scale was engineered for the realities of high-volume kitchens," says Leanpath VP of Product Brennan Hogan. "It introduces vision-based automation in a way that simplifies workflows, improves data consistency and reduces the need for training. By extending touchless tracking to our floor scale, we're strengthening the quality and completeness of the insights kitchens use to reduce costs, improve efficiency and cut food waste at scale." 

Floor Scale AI features 

Leanpath says it’s Floor Scale AI was developed in close collaboration with culinary teams and supports enterprise food service operations with: 

  • Hands-free compliance. Waste is identified and logged automatically, requiring no user input or interaction. 

  • Vision-driven classification. Built-in machine vision identifies the item categories for accurate tracking. 

  • Insights. Each waste event includes metadata to improve root-cause analysis and real-time visibility. 

  • Platform integration. The floor scale is integrated with Leanpath's broader ecosystem, including Leanpath online dashboards, Daily Briefings, the Leanpath mobile app and enterprise reporting tools. 

  • Enterprise performance. Engineered for scale, the unit can support large-volume operations without slowing down workflow.