Retail execution, on autopilot

Your shelves lose money every hour nobody's watching

Rayonix is an autonomous AI agent that monitors shelf compliance, optimizes trade promotions, and coordinates field teams across every store, every day.

$82B
Lost annually from on-shelf availability failures in CPG
60%
Of trade promotion spend produces zero positive ROI
1%
Compliance improvement = 0.5-1% incremental category sales
The closed loop

From shelf photo to corrective action in seconds, not weeks

Detect

AI shelf recognition

SKU-level detection across every category. Identifies out-of-stocks, misplaced products, and planogram deviations the moment a photo is captured.

Score

Compliance intelligence

Generates real-time compliance scores per store, per category. Benchmarks against negotiated planograms and flags execution gaps by severity.

Act

Autonomous field routing

Prioritizes the next visit, pre-loads the corrective action on the rep's screen, and updates the beat plan automatically. No separate app, no separate report.

Optimize

Trade promotion ROI

Connects shelf execution data to trade spend. Surfaces which promotions actually converted and which leaked. Recommends reallocation per store cluster.

The problem

Billions in trade spend, managed by spreadsheets

FMCG brands spend 15-25% of gross revenue on trade promotions. Field teams run manual audits on quarterly cycles. By the time non-compliance is detected, the promotion window has closed and the money is gone. The tools that exist today solve one piece: either image recognition, or trade promotion management, or sales force automation. None of them close the loop.

40%
of negotiated shelf placements never actually make it to the store floor
73%
of field reps spend more time reporting than selling or fixing issues
90
days is the average delay between a shelf problem and a corrective action

The shelf is the last mile of every FMCG strategy. Rayonix makes it autonomous.

Built for category managers and sales directors who are done losing revenue between the planogram and the store floor.