Industry-leading demand forecasting

Applying cutting-edge AI research to fresh forecasting to accurately predict future sales for each product, at each store, on each day.

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Fresh produce like fruits and seafood ready for smart ordering using Guac AI solutions.
Our AI technology

An intelligent brain for item-level forecasting

Developed out of AI research, our proprietary algorithm takes a novel approach to deep learning that goes beyond traditional machine learning: it mimics the way that a human brain learns complex causal patterns at a very granular level.

Traditional ML models get easily overwhelmed by too much data, struggling to capture individual nuances and often confusing correlation for causation. Our model architecture allows us to process billions of data points and better identify the causal interactions between the data points.

Connecting sports, weather, events and school terms with POS, Characteristics, Sales and Recipes
Our unique edge

More real world data = more accurate

Your stores’ demand changes based on what is happening in the real world: Is it raining? Is there a sports match near your store? Is graduation for your local school happening today?

We incorporate thousands of local data points that are specifically relevant to your stores into our algorithm.

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A graph showing actual sales versus predicted sales based on weather, sports, promotions etc.

Examples of forecasting intelligence

Promotions Data

Different promotion types
Halo & cannibalization effects
After-promotion effect

Weather Data

Local weather data per store
10+ weather variables
Extreme weather events

Local Data

School term dates per store
Demographic data
200+ local data

See it in action

Explore how different variables impact forecasting accuracy on our playground demo.

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Icons for weather, bank holiday, school in session, hotel occupancy, football game and 200 more variables
Tailored to you

We train a custom algorithm that is unique to your stores. 

We work closely with you to add in any external variables to reflect the realities of your stores, not of an average grocery store.

230+
external data variables
4 weeks
average time spent customizing for each retailer

Meet with our team

We know that every retailer is different and that each department has its own unique needs. Share with us your specific business needs, and we’ll build a solution that is perfect for you.

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