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The AI Operating System
for Retail

Five intelligence layers in one closed loop — where agentic execution turns signals into actions and actions into outcomes.
Built on real shelf images, real transaction data, and real retail execution.

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Trusted by the largest CPGs and retailers

340+

Clients

75+

Countries

11+

Years of retail data

2M+

Assets Monitored
The Platform

One platform. Five intelligence layers.

A unified AI system where each layer compounds the next — powered by a shared data foundation and agentic execution engine.

01
Product.AI

Digital product foundation

Every SKU — images, dimensions, attributes, and digital twins. The product master that feeds accurate data into every other layer.

Product.AI

02
Demand.AI

True demand, not observed sales

Demand corrected for OOS events and execution failures. The true signal — what consumers wanted, not just what they managed to buy.

Demand.AI

03
Assortment.AI

What to sell

Store-level assortment simulation using demand transfer models and consumer decision trees — before any product moves.

Assortment.AI

04
Space.AI

How to sell it

AI-generated planograms built from assortment decisions and real product dimensions. No manual drawing required.

Space.AI

05
Execution.AI

What actually happened

Real-time shelf compliance, OOS detection, pricing intelligence, and agentic corrective execution from every shelf photo.

Execution.AI

Agentic execution

The platform doesn't just analyse.
It acts.

Agentic execution turns intelligence into real-world outcomes — automatically triggering tasks, orders, and decisions across retail operations.
No manual workflows. No delays between insight and fix. Humans validate — the system acts.

This is not analytics.
This is autonomous retail execution.
Signal Detected Action Triggered Human Role
 
Out-of-stock detected
Task + replenishment order created
Rep confirms
 
Cooler sales drop detected
Maintenance ticket + replenishment adjusted
Field service responds
 
Planogram compliance drops
Priority visit + checklist generated
Manager approves
 
Pricing error found
Correction task assigned to store rep
Rep corrects + photos
 
Category exit risk in demand data
Assortment change + revenue impact quantified
Category lead reviews
 
OOS corrects demand signal
True demand model updated automatically
None required
From data decision execution verification automatically.
The data advantage

Built on real retail data —
not synthetic benchmarks.

1B+ shelf images. POS transactions. IoT signals. Real execution data from the aisle — across 340+ enterprise customers in 75+ countries over 11 years.

1B+

Shelf images
The world's largest retail AI image dataset

11+

Years of retail data
Compounding model accuracy every cycle

340+

Enterprise customers
Every deployment improves every model

2M+

Assets monitored
IoT and execution signals in real time

A Solution Suite to Drive Revenue for Retailers and CPGs

feature-1

Improve sales and stop losses before they happen. Retail execution falls apart when reps and HQ can’t see the same picture. Our AI-powered image recognition technology reveals shelf conditions in real time, giving your team the insights to make better decisions and drive sales.

feature-2

With over 1 million digitized Retail-ready product images, dimensions, and merchandising data, our syndicated Image Library provides your brand all the information needed to plan and execute in retail.

feature-3

Planning shelves is slow when layouts don’t match real store conditions. Our space planning tools give teams a way to test strategies in advance. With AI trained on real store data, you can simulate changes, see the forecasted impact, and choose the shelf approach that will deliver the best results.

feature-4

Don't waste money waiting for in-person audits to make the necessary changes and fixes to your coolers and shelves. Get real-time data from sensors and AI to monitor equipment health, temperature, and stock levels, giving teams early warnings before problems affect product availability.

Proven Results From Global Leaders

BASED ON DEPLOYMENTS ACROSS 340+ CUSTOMERS INCLUDING COCA-COLA, L'ORÉAL, NESTLÉ

22%

Reduction in Out-of-Stocks

10-20%

Category Sales Increase

95%

Accuracy vs. Manual Audits

600,000+

Field Hours Saved Annually

quotes

Vision Group is easily a 10 out of 10. We’ve never had an issue with their support, they always get back to us right away.

5-star

Director of Space Planning & Assortment Analytics

Global Retail Services Provider

quotes

Vision Group is a true partner. I see them as an extension of our business.

5-star

Senior Director of Retail Execution

Top 5 Global Beauty Brand

quotes

Vision Group has been a life changer here, a life changer. I would never even think of moving out of using them. They’re not just business partners, they’re my friends.

5-star

Senior Sales Executive

Leading Multicultural Food Brand

quotes

We’re a small fraction of income, but we’re treated like a multi-million dollar partner. Whatever we need, whenever we need it, they’ve always been there.

5-star

Manager of Space Management

Regional Grocery Retailer

quotes

We’ve been evolving together since 2018. Anytime we needed flexibility, the team figured it out with us. With IoT, we showed we weren’t losing coolers anymore, and that alone paid for itself. Execution is our bread and butter.

5-star

Director of Commercial Analytics & Digital Solutions

Global Beverage Bottler

quotes

Some vendors lose you in the technical details. Vision Group spoke our language and made it real. In the end, efficiency and ease of use, that’s what we gained with Vision Group.

5-star

Senior Director of Category Strategy & Capabilities

Top 10 CPG Brand

Powering retail execution across 75 countries. One source of truth, everywhere you do business.

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Practical Advice For Retail And CPG Teams

The AI Operating System for Retail

See the system
in action.

We will map the platform to your category, your stores, and your growth opportunities.