AI-powered food waste tracking for retail and deli counters

Winnow is an AI-powered food waste prevention solution that gives retailers a complete view of waste across deli counters, service lines, and fresh food outlets with real-time data and analytics.Why: Names Winnow immediately, explains what it does, and where/why.

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Benefits for retail clients
Multi site report

Improve inventory accuracy with waste analytics that show which items expire or overspend so retailers can optimise stock and serve fresher products.

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Reduce food purchasing costs by cutting avoidable waste. Kitchens using Winnow typically achieve a 2–8% food cost reduction by preventing repeat waste.

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AI-powered touchless waste identification helps teams record waste accurately and quickly so they can make smarter purchasing and prep decisions.

Why Retailers choose Winnow

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Cut food waste and costs

Retail data shows up to 15% of food served at delis and counters is wasted. Winnow’s AI tracking helps teams cut this by half, lowering purchasing costs and food waste.

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Improved profitability

Retailers often waste more food than margin growth. Winnow’s waste analytics help teams anticipate waste trends and reduce pre-consumer waste to protect margins.

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Complete visibility

Automated food waste measurement replaces manual logs so retailers gain accurate, item-level visibility across fresh food operations.

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Inventory quality & availability

Digital waste tracking gives item-level data so retailers can reduce replenishment errors and optimise counter inventory levels.

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Compliance made simple

Winnow Hub reporting supports food waste compliance by delivering auditable waste data and images so teams meet reporting requirements and manage risk.

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Food identified using Winnow's AI technology

Intelligent and intuitive

Winnow Vision AI recognises waste without workflow changes, making measurement fast and easy. The interface supports quick team onboarding and adoption.

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Planet positive

Retailers using Winnow typically reduce food waste by 50%. Food waste data supports sustainability planning and ESG reporting at store and enterprise level.

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View our work in Retail

IKEA

IKEA Norway

IKEA Eindhoven

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"Winnow Vision has now been installed across 23 IKEA UK & Ireland stores and the feedback from the IKEA Food teams running our restaurant kitchens has been extremely positive so far."

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Lorena Lourido
Country Food Manager at IKEA UK & Ireland

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"We can challenge ourselves to use food in a much more sensible way. By doing that, we will be at the same time, saving the environment and saving costs. So, it's a true win-win situation."

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Anders Lennartsson
Sustainability Manager, IKEA Norway

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"The experience with Winnow has been amazing. In one year we saved over 48 thousand meals. We never thought we had a food waste issue. We were so surprised that we had to calculate again to believe it."

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Maarten Raijmakers
Deputy Food Manager, IKEA Eindhoven - Netherlands

How Artificial Intelligence can help Retailers

Track food waste >

Record waste automatically >

Analyze trends and costs >

Save money and reduce emissions >

Kitchen teams throw food away as usual while Winnow captures the weight and image automatically using AI-powered, touchless waste recording.

Food being identified using Winnow's AI food waste detection technology

Winnow’s AI learns to recognise food items being discarded, improving identification accuracy over time.

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Winnow provides regular reporting that shows the highest-impact waste items by weight and cost, helping teams prioritise actions that reduce waste and food spend.

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Typical 2–8% food cost reduction and $100m+ in food waste prevented annually across clients

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Frequently Asked Questions for Retail

Can’t find any answer for your question?
Ask our team at info@winnowsolutions.com

Where is Winnow used in retail?

Winnow is used in fresh food areas such as deli counters, hot food bars, in-store kitchens, and food-to-go preparation areas.


It focuses on pre-consumer food waste, where the largest cost and sustainability savings typically sit.

Why is food waste difficult to measure in retail?

Retail food waste is hard to track because it comes from many small disposal events across shifts, counters, and stores.


Manual logs are time-consuming and inconsistent, which means most waste goes unmeasured and unmanaged.

How does Winnow work in a retail environment?

Winnow uses AI-powered food waste tracking to automatically identify, weigh, and analyse food being thrown away.


With touchless waste recording, staff dispose of food as usual while Winnow captures accurate waste data without disrupting service.

Does Winnow slow down retail teams?

No. Winnow is designed for fast-paced retail environments.


Touchless waste recording removes the need for manual logging, allowing teams to record waste without adding time or steps.

How does Winnow help with inventory and availability?

Winnow provides item-level waste data that shows which products are overproduced, expired, or frequently discarded.


This helps retailers improve forecasting, reduce replenishment errors, and maintain better availability with less waste.

We already track waste manually. Why would we need Winnow?

Manual tracking is often incomplete and inaccurate in busy retail environments.


Winnow automates waste measurement using AI, providing consistent, reliable data that teams actually use to change behaviour.

Request a demo to see how Winnow’s touchless waste tracking and analytics help retail operations cut food waste and reduce purchasing costs.

Request a demo for retail and deli counters