Revolutionising retail through AI-driven data.
In retail, you don’t win with a strong assortment alone, you win with flawless execution on the shop floor. With INPROVE’s Automated Shelf & Product Recognition (AI Shelf Intelligence), shelf images become instant decision-ready insights: On-Shelf Availability (OSA), planogram compliance & product placement, facings / share of shelf, prices & promotions, displays, and competitive activity, always backed by photo evidence.
Complete visibility. Perfect retail execution.
Who is it for?
For retailers and brands/CPG that want to steer in-store execution at scale: Category Management, Trade Marketing, Sales/Field teams, and Operations. From pilots to rollouts across hundreds or thousands of stores.
Why image recognition (not just barcodes)?
Because barcodes rarely tell the full story. Price labels, promo tags, and shelf context determine whether your strategy is truly executed. Image analysis delivers that complete reality, exactly as the shopper sees it.
Retail execution, digitised.
How does it work?
- Capture: standardized shelf photos via field teams/auditors
- AI analysis: computer vision detects SKU’s, prices, promotions, and shelf structure; generative AI standardizes the output (including product name normalization) and keeps reporting consistent
- Quality assurance: targeted human-in-the-loop checks focus on exceptions (edge cases), so you can rely on robust, trustworthy data
- Dashboards & alerts: priorities per store/region, including automated signals for OOS, missing displays, and price/promo deviations
See every shelf. Fix every leak. Faster audits. Faster reporting. Faster action.
What it delivers
Our AI-powered shelf intelligence transforms store photos into accurate, actionable insights, giving you greater control over product availability, placement, pricing, promotions, and retail execution.
Complete shelf visibility
Monitor on-shelf availability, product placement, planogram compliance, facings, share of shelf, and display quality.
Pricing and promotion control
Quickly identify pricing errors, missing promotions, execution gaps, and competitive activity.
Faster, more accurate reporting
Reduce manual processing, improve audit accuracy, and receive decision-ready insights within days.
Scalable retail intelligence
Generate consistent SKU-level insights across hundreds or thousands of stores.
Clear opportunities for growth
Identify execution gaps, prioritise corrective actions, and improve shelf performance and sales potential.
Turn compliance into growth, not debate.
Ready to move from “we think” to “we know, per store, per SKU”?
Book a demo and turn shelf images into decisions, actions, and results.
