The AI platform where every retail decision improves itself.
Five intelligence layers. One unified system. Retail activity becomes intelligence, and intelligence drives better retail decisions — automatically, continuously, at scale.
Retail activity becomes intelligence. Intelligence drives better decisions.
Most vendors give you a point solution that solves one problem. Vision Group is an AI platform where data flows through five intelligence layers — each producing new intelligence that feeds the next — and a feedback loop that makes every layer smarter with every cycle.
Data Cloud
One unified data foundation underneath all five intelligence layers — no second integration when you add a product
AI Engine
Retail foundation models — trained on 1B+ shelf images, 1M+ SKUs, 10M+ planograms — one AI layer across all five intelligence layers
Agentic Execution
Execution.AI detects issues and triggers corrective actions automatically — the platform acts, not just analyses
01
PRODUCT.AI
Product Intelligence
Product Data
02
DEMAND.AI
Demand Intelligence
Demand Prediction
03
ASSORTMENT.AI
Assortment Intelligence
Assortment Decisions
04
SPACE.AI
Space Intelligence
Shelf Layout
05
EXECUTION.AI
Execution Intelligence
Execution Verification
Continuous Learning Loop
Every shelf image improves recognition models · Every transaction improves decision trees · Every assortment decision improves demand models
Three layers power everything above them.
Every intelligence application runs on the same data, AI, and execution foundation. Add a product — it already knows your stores, your products, your shelf standards, and your history.
One unified data foundation underneath all five intelligence layers
Product.AI product master, transaction data capability data, Space.AI planogram data, Execution.AI shelf imagery, Demand.AI demand signals, Assortment.AI assortment decisions — all in one model. Data created by one product is immediately available to every other.
1M+ SKUs 1B+ images/year 10M+ planograms 11 years of retail dataRetail foundation models powering all five intelligence layers
Like OpenAI trained on text, Vision Group trained retail foundation models on the shop floor — image recognition, AI demand transfer models, AI consumer decision trees, planogram generation, real-time agentic rules engine. One AI layer, shared across all six applications. Every customer improves every model for every other customer.
Domain-specific Multimodal Agentic 340+ customers trainingThe action layer — detecting, deciding, and triggering in real time
When intelligence is generated, Agentic Execution acts on it — automatically. Out-of-stock detected: replenishment triggered. Compliance gap found: store task created. Cooler sales drop: maintenance ticket raised. No manual workflows. No delays. The loop closes itself. See agentic execution →
Real-time Autonomous Human-in-the-loop From data to doneMore stores → more data → better models → better decisions.
After 11 years and 340+ customers, the accuracy advantage is structural — not a lead a competitor can close by launching a similar product today.
Store image captured
Field rep or IoT module captures shelf photo. AI identifies every SKU, counts facings, detects OOS and compliance failures.
Purchase recorded
Autonomous checkout capability or POS records purchase. AI maps decision hierarchy — brand first? Price tier? Occasion?
Demand signal processed
Transaction data combined with Execution.AI shelf availability. Model separates true demand from execution-suppressed sales.
Assortment decision made
Assortment.AI simulates range changes using demand transfer and decision tree models. Recommends the product mix per store cluster.
Planogram generated
Space.AI creates shelf layout from assortment decisions and Product.AI product dimensions.
Outcome measured
Execution.AI verifies what actually happened. Sales data confirms impact. All models retrained. The loop closes.
Vision Group is retail AI infrastructure. Not just software.
Connect once via native app, SDK, or API — and every Vision product deploys into the same integration. Supply chain platforms get a better signal. Your existing stack gets smarter.
Real-time execution feeds
OOS alerts, compliance scores, and planogram status via REST API — into retailer operations platforms and BI tools.
Category performance intelligence
Assortment.AI simulation outputs, Execution.AI intelligence dashboards, and Demand.AI demand signal feeds — into your own analytics workflows.
Blue Yonder Space Planning · RELEX
Bi-directional Space.AI planogram data flow — no manual export/import between Vision Group and enterprise space planning systems.
SAP · Kinaxis · o9 · RELEX · Blue Yonder
Demand.AI + Execution.AI signals feed these platforms with corrected demand data — improving replenishment accuracy without replacing existing infrastructure.
iOS · Android · SFA integrations
Embed Execution.AI image recognition into your existing SFA tools. Reps stay in the workflow they already use.
Salesforce · SAP Sales Cloud
Compliance data and visit outcomes surface directly in your CRM. Task creation and resolution tracked end-to-end.
See the platform in action.
Talk to a Vision specialist about your retail setup. We’ll map all five intelligence layers to your categories, stores, and team.