Smart Retail, Powered at the Edge.
InsightfyGPT Edge Computing brings intelligence closer to where business happens. By combining edge devices, IoT sensors, RFID, computer vision, and AI with ReBOS, retailers can understand physical interactions in real time — with faster response, reduced cloud dependency, and greater control over operational data.
Traditional retail systems only understand what customers purchased. InsightfyGPT Edge helps businesses understand what happened before they purchased — what they discovered, picked up, explored, compared, tried, and ultimately chose.
Local Latency
< 32 ms
Near-Instant Response
Cloud Independence
100%
Full Offline Operations
RFID Tag Resolution
0.4 sec
Item-Level Accuracy
ReBOS Sync
Bi-Directional
Master Data & POS
> [SMART_SHELF] Pickup verified: SKU-8842 (Shelf B-02)
> [SMART_TRAY] Tray 04 open: 3/3 items accounted for
> [MAGIC_MIRROR] RFID scanned: Italian Wool Suit (Size 40)
> [REBOS] Synchronized: Session attribution sent to CRM
Continues operating even when internet connection drops
Zero raw video uploaded; only anonymized interaction vectors
Sub-second customer feedback on smart displays and shelves
Instant connection to central inventory, staff, and checkout
Three Connected In-Store Capabilities
Positioned as concrete retail applications rather than bare hardware modules. Each application connects directly into ReBOS for unified merchandise and customer intelligence.
Smart Shelf
Turn every shelf into a source of real-time retail intelligence.
Smart Shelf connects physical merchandise with ReBOS using technologies such as RFID, weight sensors, and edge devices. It helps retailers understand what is on the shelf, what customers interact with, and when replenishment is required. Instead of relying only on sales transactions, retailers gain visibility into what happens before the sale.
Key Capabilities:
"A product may sell only five times but be picked up by customers fifty times. Smart Shelf helps uncover these hidden signals, enabling better decisions around pricing, assortment, placement and promotions."
Shelf Simulator: Tier A-03
Organic Rose Water (200ml)
> EDGE EVENT DISPATCH:
System nominal: 6 units on Shelf Tier A-03.
Smart Tray
Bring intelligence to every product interaction.
Designed especially for jewellery and other high-value retail environments, Smart Tray combines RFID with InsightfyGPT Edge and ReBOS to track individual products as they move between display, customer interaction, and sale. When an item is removed, explored, returned, moved to another tray or purchased, the interaction can become a meaningful business event.
Key Capabilities:
"Smart Tray can reveal insights such as: Displayed → Explored → Tried On → Shortlisted → Purchased. Retailers can identify products that receive high customer interest but low sales, compare engagement across collections, and understand which merchandise converts customer attention into revenue."
Smart Tray Session: TR-04
Salesperson: Priya M. · Customer #C-901
1.8 ct · $4,200
2.4 ct · $2,850
3.1 ct · $6,100
Item movement is synchronized automatically into ReBOS sales attribution and loss-prevention ledger.
Magic Mirror
Transform the mirror into an intelligent customer experience.
InsightfyGPT Magic Mirror combines interactive displays, edge computing, AI, and ReBOS product intelligence to create a new digital layer inside the physical store. Customers can explore products, discover alternatives, and receive contextual information while remaining engaged with the in-store experience. Depending on the retail use case, Magic Mirror works alongside RFID, cameras, and nearby Smart Shelves or Smart Trays to automatically identify products being explored.
Key Capabilities:
"A customer could pick up a product from a Smart Shelf or Smart Tray and approach the Magic Mirror. The experience can automatically continue:
This connects physical product interaction with digital discovery without forcing customers to leave the store experience and search on another device."
Italian Wool Tailored Blazer
$480 · ReBOS Catalogue SKU #BLZ-492
Available Variants:
AI Styling Cross-Sell Suggestions
Silk Tie (Geometric)
$85 · Matches Royal Navy
Oxford Dress Shoes
$320 · Size 10 in backroom
One Edge Platform. Multiple Intelligent Experiences.
Smart Shelf, Smart Tray and Magic Mirror are designed as connected capabilities of the InsightfyGPT Edge + ReBOS ecosystem.
Physical Store Interaction: Merchandise Touch & Exploration
Customer picks up a silk blazer from a Smart Shelf, opens a jewellery Smart Tray, or steps in front of a Magic Mirror.
"Edge devices process time-sensitive events close to the source, while ReBOS connects those events with catalogue, inventory, customers, staff and transactions. The result is more than store automation: it creates a measurable connection between customer attention, product engagement, store operations and revenue."
> Timestamp: 18:08:42.118 UTC
> Protocol: gRPC / MQTT-SN Edge Protocol
> Processing Engine: InsightfyGPT Local Node
EVENT LOG PAYLOAD:
Shopper lifts SKU-9942 from Smart Shelf Tier A | Weight delta: -320g
From Point of Sale to Point of Experience
Why leading retailers are upgrading from blind transaction counters to full in-store operational telemetry.
Bring Edge Intelligence to Your Retail Stores.
Discuss pilot deployments for Smart Shelf, Smart Tray, or Magic Mirror. We map your current store fixtures, RFID tag feasibility, and ReBOS operational workflows.