In general
10 min read

Using AI to increase sales and reduce food waste

Table of Contents

Food waste is not only an ecological problem — it is also a significant economic factor. At the same time, out-of-stock situations lead to lost sales and dissatisfied customers every day. Many bakery, retail and catering businesses are therefore faced with an apparent conflict of goals:

More availability of goods often means a higher transaction risk.
Fewer copies, on the other hand, increase the risk of out-of-stock situations.

But this conflict of goals can be resolved. With precise, AI-based sales forecasts, product availability and copies can be optimized simultaneously — for greater profitability and less food waste.

The challenge: complex and dynamic demand

Demand for food is more dynamic today than ever before. It is influenced by numerous factors, including: weather changes, seasonality, holidays and holidays, local events, price promotions, trends or changes in consumer behavior. Traditional planning methods are increasingly reaching their limits here. Static safety stocks or purely history-based considerations are no longer sufficient to do justice to this complexity. Companies need intelligent systems that recognize patterns, understand relationships and continuously adapt to new conditions.

Our approach: AI-based, precise forecasts

foodforecast uses artificial intelligence to precisely predict demand at item and location level. Our technology analyses historical sales data, integrates external influencing factors such as weather or events, recognizes complex demand patterns and continuously learns from new data. The result is highly accurate forecasts, which serve as a well-founded basis for decision-making for optimal order and production volumes.

The double lever: More turnover and fewer copies

More precise forecasts have a double positive effect:

✔ Higher availability of goods
✔ Fewer out-of-stock situations
✔ Reduced transcripts
✔ Maximum freshness in the sales counter

For bakeries, this means that they benefit from benefits such as increased sales, improved margins, more efficient processes and a measurable reduction in food waste. Sustainability is therefore not a cost factor, but an economic advantage.

Particularly relevant for fresh assortments

The greatest potential lies in ultra-fresh products with a shelf life of up to one day, such as baked goods, fruit and vegetables, ready-to-eat products and convenience items. Here in particular, even small improvements in forecast quality can have significant effects on sales, copies and freshness.

AI as a strategic competitive advantage

The future belongs to companies that use data strategically. With foodforecast, bakery, retail and catering businesses transform their planning from reactive to proactive and from gut feeling to data-driven precision.

The result: less uncertainty. More control. More profitability.

Claudia Päffgen
Head of Brand & Communication
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With foodforecast, you can lead your company into a more sustainable future. Revolutionize your food production with us and minimize food waste. Our goal is to work together to achieve a positive impact on the environment, society and your profit.