Iceland has partnered with invent.ai to overhaul inventory and replenishment across its UK store network, with the system now in use to improve product availability.
The frozen food and grocery chain is using the supplier's software to manage stock across stores and distribution centres, replacing more traditional forecasting methods with an AI-based approach that draws on sales, supply and demand data.
The system factors in seasonal demand, promotions, new product launches and unusual one-off events when generating forecasts and replenishment recommendations. The aim is to help store and supply chain teams decide what stock to hold and where to place it, while reducing waste and limiting stockouts.
The rollout spans more than 1,000 UK stores as well as Iceland's online grocery operation. Inventory planning at that scale has long challenged food retailers, particularly when demand shifts quickly, and poor availability leads directly to lost sales.
Supply chain shift
The move reflects a wider trend among retailers to automate day-to-day operational decisions once handled by planners and forecasting teams. In grocery, that pressure has grown as chains try to balance customer demand, shelf availability and waste in categories where products move quickly, and promotions can distort normal buying patterns.
According to invent.ai, its platform continuously learns from historical patterns, adjusts for lost sales and produces recommendations for each stock-keeping unit across the network. Iceland says this gives operational teams more immediate replenishment guidance.
"AI is giving us the visibility and control we've never had before," said Matt Downes, Supply Chain Director at Iceland Foods.
"We can now keep shelves consistently stocked with the products our customers want, reduce lost sales and improve the overall shopping experience across every store and distribution centre."
Financial terms were not disclosed. Iceland also did not say when the project began, but described the tools as already in use.
Availability focus
The emphasis on stock availability reflects a broader commercial concern for supermarkets and convenience retailers. When products are missing from shelves, retailers face both immediate lost transactions and the risk that shoppers will switch stores or brands.
Iceland says the new approach helps turn complex operational data into real-time action at scale. Rather than relying solely on historical forecasts, the system is designed to enable faster responses to changes in demand at the store and distribution centre levels.
For invent.ai, the agreement adds another UK retail customer as it expands in the market. The company has also signed deals with brands including Footasylum and Migros.
"Our focus is helping retailers translate complex data into tangible business outcomes," said Farid Mohsen, Vice President of Strategic Accounts at invent.ai.
"By optimising inventory and automating replenishment decisions, we enable retailers to improve efficiency, increase product availability and deliver a better experience for every customer, every day."
The agreement highlights how supply chain software providers are positioning forecasting and replenishment tools as a direct route to better store operations, especially in sectors where stock accuracy and product availability remain closely tied to sales performance.