Image Recognition for Retail

IR – Image Recognition for Retail

Automate shelf audits and compliance checks using computer vision—verify pricing, availability and planogram accuracy in real time.

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Problems We Solve

IR eliminates manual shelf audits and improves execution visibility through real-time image recognition.

Manual Shelf Audits

Replace time-consuming audits with real-time image capture and automated analysis.

    Pricing Inaccuracy

    Automatically verify shelf prices and flag pricing mismatches.

      Planogram Non-Compliance

      Check compliance with planogram layouts using computer vision.

        Out-of-Stocks

        Monitor shelf availability and detect out-of-stock conditions instantly.

          How It Works

          IR uses AI and computer vision to capture and analyse shelf conditions—helping teams detect pricing issues, availability gaps and planogram non-compliance.

          Image Recognition

          Computer vision capture

          Capture shelf images and analyse them using advanced vision algorithms.

          Shelf image captureAI-based analysisPattern recognition

          Price Verification

          Automated shelf pricing check

          Ensure price tags match system data and flag mismatches automatically.

          Price OCRTag validationError detection

          Planogram Compliance

          Layout accuracy detection

          Visually compare shelf layouts to planograms and highlight inconsistencies.

          Planogram overlayProduct positioning checksCompliance scoring

          Benefits to Your Business

          Reduce audit effort, improve compliance accuracy, and speed up field reporting with AI-powered shelf monitoring.

          Automated Audits

          Save time with automated shelf checks using image recognition.

          Improved Accuracy

          Ensure precise, reliable audit results with AI-driven validation.

          Faster Field Reporting

          Reduce field reporting cycles with instant photo-based analysis.

          Higher Compliance

          Improve store execution with more consistent, real-time monitoring.

          Ready to automate your shelf monitoring?

          Discover how IR helps teams monitor shelf conditions faster and with greater accuracy.

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          Who It's For

          Built for retail execution and operations teams who need accurate, real-time visibility into shelf conditions across the store network.

          Retail Execution Teams

          Automate shelf monitoring and spot execution issues faster.

          Field Operations Managers

          Maintain execution standards across stores with visual, real-time audits.

          Quality Assurance Teams

          Gain consistent visibility into execution accuracy and compliance.

          Not sure where to begin?

          Share your business challenge, and we’ll recommend the best-fit solution from our product ecosystem.

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