Manager

AI-Powered Store Execution in Every Pocket

One smartphone. One scan. Dozens of automated store tasks. Vusion Mobile turns every shelf visit into actionable data for field teams, HQ, and brands — with zero infrastructure.

Vusion Mobile running on a Zebra handheld, surrounded by shelf-availability and store-performance dashboards
>90%
Product recognition accuracy
7s
Analysis per photo (TC53)
6+
Business tools replaced

Why this solution matters

Store execution is still largely manual

Retailers face relentless pricing changes, tight labor budgets, and growing compliance demands. Manual processes can't keep pace — leading to pricing errors, empty shelves, and wasted products. McKinsey estimates operational inefficiencies account for up to 25% of lost store productivity.

Manual Price Checks

Teams verify prices label by label. Discrepancies go unnoticed for days, generating margin losses and regulatory fines.

Undetected Out-of-Stocks

Stockouts are only identified when customers complain or during periodic counts. Lost revenue stays invisible.

Paper-Based Field Audits

Merchandisers still use paper forms or generic apps. Data is entered manually — with errors, delays, and zero AI value.

Limited HQ Visibility

Headquarters receives blurry photos and Excel sheets. No real-time view of actual shelf conditions across stores.

Fragmented Tools

Price, stock, planogram, promotions, assortment — each function has its own tool. Teams juggle 5 to 8 apps daily.

Excessive Visit Time

A full store visit takes hours. 80% of time is spent on collection, not corrective action.

How it works

From scan to action in 4 steps

Vusion Mobile combines on-device computer vision, 7 AI models, and cloud intelligence to transform a simple shelf photo into actionable insights.

1

Capture

Scan the shelf with a smartphone. Instant, smart, video or burst mode. Connected glasses also supported.

2

On-Device AI

7 AI models run in parallel on the device: product detection, labels, OOS, 3D depth, price reading, promo classification.

3

Realogram

An interactive realogram is generated: each product identified, matched to its label, price, and planogram position.

4

Alerts & Actions

Gaps become prioritized alerts: price errors, OOS, low inventory, missing labels, promo issues. Sent to teams and HQ.

About

The team

The people behind Vusion Mobile — building on-device AI and store execution tools for retailers worldwide.

The Vusion Mobile team gathered outdoors

Proven results

What shelf intelligence delivers — benchmarked

These are published results from retailers and brands deploying computer vision for shelf execution. Not projections — measured outcomes.

250
hours/month
freed for value-added tasks Auchan × Trax
75%
fewer price errors
anomalies eliminated Auchan × Trax
6×
ROI
return on investment Auchan × Trax
50%
less collection time
field reps freed to sell Henkel × Trax
+2%
revenue uplift
in 3.5 months Henkel × Trax