Planogram Compliance with AI

The use of computer vision to automatically verify planograms in retail: checking for stock levels, facing, and signage, photo audits, automated corrections, and notifications to improve compliance and reduce OOS (out of stock) issues.

Automated Corrections

Detecting Missing Signage

Facing and Recommendations

Checking product facing

live demo · related simulation● LIVE

Historical Audit Records

Accuracy of item recognition

Lighting and shooting conditions

Frequently asked questions

What data is required? Minimum: shelf photos,?

What data is required? Minimum: shelf photos, product catalog, planograms. Additionally: historical audit records, OOS data.

How much does implementation cost? Cost based on?

How much does implementation cost? The cost depends on the scale: the verification system ($100k-$400k), integration ($50k-$200k), equipment ($30k-$150k). ROI through improved compliance.

How can integration with ERP/MDM be ensured? Using?

How can integration with ERP/MDM be ensured? Utilize standard protocols, APIs for integration, phased implementation with testing, and coordination with system vendors.

Can mobile devices be used? Yes, using?

Can mobile devices be used? Yes, mobile devices can be used for taking photos and automated verification.

▶ Try it live

Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Hash Function Avalanche Visualizer simulation