At LEAFIO AI, we’re proud to be at the forefront of AI innovation for the global retail industry. We are excited to introduce our latest advancement — AI Assistant in Shelf Efficiency. The feature empowers retailers to instantly transform complex reports into clear, actionable insights. It’s another step forward in our mission to raise the standard of operational excellence and data-driven decision-making across modern retail.
The Rise of AI in Retail Decision-Making
According to PWC, nearly nine out of ten executives (88%) report that their companies intend to boost AI-related spending within the next year, driven by the rise of agentic AI. Executives believe AI is essential for driving growth and competitiveness. Retailers today face a constant challenge: how to turn overwhelming volumes of performance data into practical actions. Many teams still spend hours sifting through reports before making changes to assortment or shelf space.
With the LEAFIO AI Assistant, those hours are reduced to seconds. Integrated directly into Like-for-Like (LFL) and Facing Width reports, the Assistant automatically identifies trends, highlights best-performing stores, categories or items, and pinpoints inefficiencies, giving retail teams clarity and direction with a single click.
Smarter Insights at Your Fingertips
The AI Assistant offers two simple but powerful capabilities:
- Analyze: instantly summarizes the report, surfacing sales drivers, profit growth leaders, and shelf efficiency benchmarks.
- Ask a Question: lets retail teams interact naturally with the data, asking focused questions such as “Which stores achieved the highest profit growth?” or “Which items would deliver the biggest shelf efficiency improvement?”
This dynamic approach eliminates the barrier between raw numbers and business decisions, giving managers, category teams, and executives the ability to act faster, more confidently, and more precisely.
For instance, instead of manually sorting through a massive report, a manager can simply ask: “Which stores are the most problematic, with declining sales and profit but growing stock levels?” The AI Assistant instantly analyzes the key metrics and highlights the stores tying up capital in inventory without generating returns, pointing directly to where assortment, promotions, or supply need intervention.
Designed for Real Retail Impact
From highlighting the stores that drive growth, to spotting products that take more shelf space than they deserve, the AI Assistant ensures that retailers can:
- Identify best practices and replicate them across networks.
- Balance sales, profit, and inventory efficiency.
- Optimize shelf space with evidence-based recommendations.
- Save valuable time and focus on execution instead of manual analysis.
“Retailers don’t need more reports, they need sharper insights, faster. The AI Assistant is about giving every decision-maker in retail the power of instant intelligence, without extra complexity. It’s another step in LEAFIO AI’s mission to put the future of AI directly into the hands of our clients,” said a LEAFIO Shelf Efficiency Product Manager.
A Leader in AI for Retail
This launch reinforces LEAFIO AI’s position as a pioneer in retail automation and AI innovation. With hundreds of implementations worldwide and a portfolio spanning inventory optimization, assortment performance, and logistics, LEAFIO continues to transform how retailers operate in an increasingly competitive market.
As retailers embrace digital transformation, tools like the AI Assistant in Shelf Efficiency are no longer optional — they are becoming the new standard for thriving in the age of data-driven retail.
Discover how LEAFIO AI can help your business move from data overload to data-driven growth.
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LEAFIO
Press Officer
