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Five Retail AI Intelligence Software Layers

AI products that power
every retail decision layer.

Each Vision Group product is an intelligence layer — connected through a shared data foundation, unified AI engine, and agentic execution layer — turning product, demand, assortment, space, and execution signals into continuous, compounding outcomes.

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Trusted by the largest CPGs and retailers

340+

Clients

75+

Countries

11+

Years of retail data

2M+

Assets Monitored
Platform Products

The five intelligence layers

01 - Product.AI

Digital product foundation — 1M+ SKUs, AI-enriched, always current

One central library of every product image, spec, and attribute — structured, searchable, and synced. The foundation every other intelligence layer depends on.

1M+ SKUs · six-sided imaging · 3D digital twin generation GS1-compliant product data · eCommerce syndication Feeds directly into Space.AI, Execution.AI, and Demand.AI

02 - Demand.AI

True demand prediction — powered by real transaction behaviour, not observed sales

Corrects the demand signal for shelf failures, stockouts, and execution gaps before forecasting. Combines transaction data, shelf availability, and product attributes into a single true demand output.

Powered by real transaction behaviour · consumer decision trees · demand transfer models Corrects for OOS, misplacements, and execution failures before forecasting Demand signals feed SAP · Kinaxis · RELEX · o9 · Blue Yonder

03 - Assortment.AI

What to sell — AI assortment simulation at store-cluster level before you commit

Simulates range change scenarios using demand signals, consumer decision trees, and demand transfer models — quantifying the revenue impact of every assortment decision before execution.


Store-cluster level decisions · not banner averages Consumer decision trees built from real POS and loyalty data Outputs flow directly into Space.AI for planogram generation

04 - Space.AI

How to sell — AI planogram generation, conversion, and compliance

Transforms assortment decisions into shelf layouts automatically — generating planograms from data, not guesswork. Unifies cloud build, photo capture, and PDF conversion in one platform.


AI planogram generation · PicToPOG · PDFtoPOG · EZPOG unified Integrates bi-directionally with Blue Yonder Space Planning and RELEX Planogram standard feeds Execution.AI for real-time compliance verification

05 - Execution.AI

What actually happened — real shelf vs plan, in real time

Field reps snap a shelf photo. Execution.AI returns compliance scores, gap detections, and prioritised corrective actions in real time. The agentic rules engine closes gaps automatically.


1B+ shelf images trained · AI SKU recognition · real-time compliance scoring Agentic rules engine triggers store tasks and replenishment automatically Execution data feeds back into Demand.AI to correct the demand signal
The intelligence loop

Every layer feeds the next

01
Product.AI

02
Demand.AI

03
Assortment.AI

04
Space.AI

05
Execution.AI

Product.AI provides the digital foundation every layer needs. Demand.AI corrects the demand signal using transaction data and Execution.AI shelf data. Assortment.AI uses those corrected signals to decide what to sell. Space.AI turns those decisions into shelf plans. Execution.AI verifies what actually happened — and feeds back to make Demand.AI more accurate. The loop closes.

What field teams say

Why Global CPGs & Retailer Leaders Love it

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

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

22%

Fewer out-of-stocks

600K

Field hours saved in under two years

20%

Asset downtime reduced

+50K

Replenishment orders triggered in 10 stores

Keep Your Shelves Closer to the Perfect Store

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