ReFED’s New Report Shows Why Smarter Kitchens Are the Next Step in Food Waste Prevention

ReFED's new report, The Food Operating System: How AI Is Being Deployed Across the Food System to Reduce Waste, puts numbers behind something we see every day at Metafoodx: a kitchen cannot prevent food waste without knowing exactly what is being wasted, when, and why. Drawing on more than 40 interviews with food industry leaders, operators, technology companies, and solution providers, the report looks at how AI is being used across the food system and where it is actually producing results. For commercial kitchens, the findings are hard to ignore.

Foodservice Is Already Seeing Results

ReFED identifies foodservice as one of the most mature areas for technology-enabled waste reduction. In 2024, the sector generated 12.5 million tons of surplus food in the U.S., valued at $156.5 billion. Companies interviewed for the report cited reductions of 20 to 53 percent in food waste across commercial foodservice and manufacturing.

The opportunity is strong in kitchens because food waste happens in a concentrated, measurable environment. Ingredients are purchased, prepped, served, and discarded within a single operation, where relatively small changes translate into significant savings. That is exactly where Metafoodx is focused.

By automatically capturing what is being discarded, kitchens can move past occasional waste audits and manual tracking. Operators get a clear picture of what they are overproducing, which menu items generate the most waste, and where changes to purchasing and prep can make a difference. Knowing that waste occurred is not the goal. Having that information early enough to prevent it from happening again is.

Measurement Has to Connect to Action

One of the strongest points in ReFED's report is that technology by itself does not reduce food waste. A system can identify an opportunity with perfect accuracy, but the savings only happen if the kitchen changes what it does with that information. ReFED recommends that food businesses start with specific, measurable waste problems, establish clear baselines, build technology into existing workflows, and judge success by actual waste reduction rather than by how precise the technology is.

At Metafoodx, the goal is not another dashboard for kitchen teams to manage. It is turning what gets captured into decisions a kitchen can act on the same day: what to prep less of, which dishes keep coming back, where overproduction is happening consistently, and what should change tomorrow.

From Waste Tracking to Running a Smarter Kitchen

ReFED calls its report The Food Operating System because it sees the industry moving toward something bigger than standalone waste-tracking tools. Today, many businesses run separate systems for waste, inventory, menus, purchasing, and forecasting. ReFED argues that connecting those systems lets information from one part of the operation improve decisions elsewhere. For commercial kitchens, that connection is the real opportunity ahead.

Waste data should inform production planning, purchasing, menus, and ultimately how much food gets prepared in the first place. ReFED's report reflects what Metafoodx is building toward: a kitchen where understanding waste is automatic, insights are actionable, and prevention becomes part of everyday operations. The best food waste is not the waste a kitchen measures well. It is the waste that never gets created in the first place.

Book a demo with our team to see how the same approach applies to your operation.