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Improving merchandising efficiency through transparency, audit and reporting automation, and detailed shelf space analytics
Tevian Shelf Audit automates merchandising control for FMCG‑companies — from recognizing products, price tags, and promotions in photos to generating reports and verifying compliance with standards. The solution reduces errors and operational costs, increases merchandiser productivity, and provides brands with an objective, up-to-date view of how their products are presented on store shelves.
Merchandising Optimization
Audit automation and shelf display control
Tevian SA helps improve merchandising efficiency by increasing in-store transparency, automating data collection from shelves, and generating planogram-based reports. The solution records shelf execution, verifies compliance with standards, and provides detailed analytics on task performance.
What does the system provide:
- ●Processes shelf photos, checking angle, quality and overexposure.
- ●Merges photos of one shelf, eliminating duplicates.
- ●Recognizes products, price tags, and promotions with over 95% accuracy, including side and non-standard angles, different packaging formats, and visually similar items.
- ●Automatically calculates key metrics:
- ●share of shelf;
- ●assortment availability;
- ●out-of-stock (OOS);
- ●planogram execution;
- ●standards compliance.
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- ●Supports adding new products and SKUs without retraining.
- ●Adapts to any shelf layout and format using universal detection algorithms.
- ●Integrates with SFA systems via API.
- ●Continuously improves through regular quality audits — we take responsibility for recognition accuracy.
- As a result, you gain full shelf transparency, faster store visits, and comprehensive analytics across every retail location.
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Deep insight
We develop and implement computer vision algorithms adapted to business tasks
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