Inventory intelligence
Track stock levels, product movement, and shelf availability in real time.
Shelf 1
92%
Shelf 2
64%
Shelf 3
18%
Shelf 4
81%
The AI operating system for physical retail
Your store.Run by AI.
Alwon connects computer vision, store data, and AI agents to automate operations, improve profitability, and give retailers real-time visibility into everything happening inside their stores.
Shopper · dwell 42s 0.97
Shopper · pickup 0.94
Endcap snacks · 61% 0.92
Water 600ml · low stock 0.89
Live · CAM 03 · Aisle 238 ms · 24 fps
Shopper · dwell 42s · 0.97 · event → Alwon OS
Alwon OS 4 agents active
On-shelf
96.4%
Shrink risk
Low
Tasks today
27
Agent activity
Inventory agent14:32:17
Water 600ml below 20%. Restock task sent to aisle 2.
Pricing agent14:32:41
Endcap snacks slow today. Suggest 10% bundle on chips.
Checkout agent14:33:05
Lane 3 scan mismatch resolved. No loss recorded.
✦ Ask Alwon: “What needs my attention today?”
1.2Mevents processed today✦
38 msaverage detection latency✦
96.4%on-shelf availability✦
-70%fewer manual shelf checks✦
0new hardware required✦
24/7always on✦
1.2Mevents processed today✦
38 msaverage detection latency✦
96.4%on-shelf availability✦
-70%fewer manual shelf checks✦
0new hardware required✦
24/7always on✦
01The problem
Physical stores are full of activity, but most of it goes unseen.
Inventory issues are discovered too lateShrinkage and stockouts hurt profitabilityOperational decisions are manualStore owners lack real-time visibilityCPG brands only see sales, not in-store behavior
No signal · recording only
Traditional store
- Manual shelf checks, twice a day
- Disconnected POS, ERP and cameras
- Stockouts found by customers
- Shrink found at month end
Shopper · dwell 42s 0.97
Shopper · pickup 0.94
Endcap snacks · 61% 0.92
Water 600ml · low stock 0.89
Live · CAM 0312 events/min
Shopper · dwell 42s · 0.97 · synced
Alwon-powered store
- Every shelf watched, every second
- One live data layer for the store
- Real-time events, not reports
- Agents act before losses happen
02Platform
From store activity to autonomous action.
Alwon turns what happens inside the store into real-time intelligence and operational execution.
Loss prevention
Detect suspicious events, checkout mismatches, and shrink patterns.
Shopper · lane 3 0.98
Item scanned · cheese 0.93
Basket · 6 items · 5 scanned 0.90
Live · CAM 07lane 3
Shopper · lane 3 · 0.98 · mismatch
Agentic store operations
AI agents help run replenishment, workflows, pricing actions, and store execution.
1Stock < 20%
2Agent drafts order
3Manager approves
4Task to staff
Shopper intelligence
Understand how shoppers engage with products before purchase.
03How it works
Existing cameras become intelligent infrastructure.
Shopper · dwell 42s 0.97
Shopper · pickup 0.94
Endcap snacks · 61% 0.92
Water 600ml · low stock 0.89
Live · CAM 03detections 4
Shopper · dwell 42s · 0.97 · capture
01{ "event": "product_pickup", "sku": "WTR-600", "zone": "A2" }
02{ "event": "shelf_low", "sku": "WTR-600", "level": 0.18 }
03{ "agent": "inventory", "decision": "restock", "qty": 24 }
04{ "action": "task_created", "assignee": "Aisle team" }
Restock water 600ml, aisle 2
Created by inventory agent · 14:32:18
01
Connect
Alwon connects to existing store infrastructure. Cameras, POS and inventory, no new hardware required.
02
Understand
Computer vision turns store activity into structured events: pickups, stock levels, queues, mismatches.
03
Act
AI agents transform those events into recommendations and operational actions inside Alwon OS.
04Alwon OS
The operating system for store owners.
Run your store through an intelligent system that sees, understands, and helps execute operational decisions.
Good morning, Laura
3 decisions need you today. Everything else is handled.
Alwon OS · Copilot
Store 014 · Bogotá NorteMove yogurt to eye-level, fridge 2
Dwell up 38%, pickups down 12%
+4% category sales
Reorder 6 cases of sparkling water
Stockout forecast Friday 17:00
Avoids 9h out of stock
Add staff to checkout 16:00 to 18:00
Queue time above 3 min, 4 days running
-40% wait time
Monitor inventoryReceive stock alertsReview store activityDetect shrink risksCoordinate replenishmentOversee multiple storesUse AI-driven insights
05For retailers
A smarter store. A simpler operation.
- 01Improve inventory visibility
- 02Reduce waste and preventable losses
- 03Streamline checkout and operations
- 04Increase on-shelf availability
- 05Coordinate actions across one or many stores
- 06Operate efficiently with less manual work
Store map · live
Entrance
Normal
Fridges
Door open
Aisle 1
Normal
Aisle 2
Low stock
Snacks
Normal
Checkout
Normal
Checkout events
Replenishment tasks
Water 600mlIn progress
Greek yogurtQueued
Chips 150gDone
Agent activity log
14:32InventoryRestock task, aisle 2
14:29LossLane 3 mismatch flagged
14:21PricingMarkdown on dairy approved
14:10OpsFridge 2 door left open
06For CPG brands
Understand what happens before the sale.
Alwon reveals how shoppers interact with products inside physical retail, not just what gets sold.
Brand shelf report · Sparkling waterLast 7 days · 42 stores
Product engagement72%
touches / 100 visits
Shopper dwell time54%
avg 18s at shelf
Interaction to purchase38%
pickup to basket
Shelf availability94%
facings in stock
Shopper funnel at shelf
Passed
100%
Stopped
61%
Picked up
34%
Purchased
22%
Basket affinity
Sparkling water
Lime chipsHummusDark choc.GinMerchandising visibility
Planogram compliance 87%. 3 stores show facings hidden behind competitor stock.
07The Alwon difference
More than visibility. An operating layer for physical retail.
Cameras
Shelves
Shoppers
Products
AI agents
Operations
Store owners
CPGs
Alwon OS
01
Built on existing infrastructure
No need to reinvent the store.
02
Intelligence that takes action
AI agents help operate, not just observe.
03
One connected data layer
Retail operations and shopper behavior connected in one system.
08Industries
Built for physical retail.
Fridge stock 98% CAM 01Convenience stores
Keep top sellers in stock around the clock with a lean team.
12 stores synced CAM 02Retail chains
One control layer for every location, with store-level detail.
High-value shelf secured CAM 03Pharmacies
Track high-value items and regulated shelves with precision.
Unattended · restock queued CAM 04Hotels & office micro-markets
Unattended retail that restocks and secures itself.
Display dwell 34s CAM 05Specialty retail
Learn which displays turn attention into purchase.
Brand pickup detected CAM 06CPG brands
Measure in-store behavior and shelf execution across partners.
09 · Get started
The future of retail runs itself.
Bring computer vision, AI agents, and intelligent operations into your store with Alwon.