KoiVision® Platform
Vision AI that runs the yard, from gate to dock
How can AI cut truck check-in time and yard operating costs?
KoiReader's 30-second AI Gate Automation and Yard Tractor mounted Vision AI sensor, KoiRover, captures trailer and container attributes, with live integration into existing systems for validation, appointment creation, and inventory updates. It is proven in production at Fortune 50 facilities.
30-second Gate Check-in & AI Kiosk. Slot-level trailer visibility. No RFID, No BLE, No Drones.

simulation. visualization. automation.
Reimagine Operational Excellence
Powered by Intelligent Vision, AutonomousOCR®, Digital Twins,
Agentic AI, Suite of Patents, and Industry Expertise

The Efficiency Problem
Root causes stay hidden until the damage is done.
1
Accurate Real-Time Data Capture Is Broken
2
Infrastructure Complexity Is the Enemy of ROI
3
Siloed Systems Kill Decision Intelligence & Inflate OpEx
$1M – $20M
Topline and bottom-line revenue loss per facility per annum
10–40% operational inefficiency
Root causes stay hidden until the damage is done.
US facilities lose $1M–$20M per site, per year, to broken data capture and siloed systems. KoiVision® sees every event — gate, yard, dock, line, and store — and acts on it.
$300–573B
Addressable waste · 150K+ US facilities
Gate Entry
$50–80B
Manual check-in · no compliance verification
Yard
$30–50B
Trucks lost in yard · no real-time tracking
Dock Door
$80–120B
No load verification · manual label scanning
Receiving
$40–60B
Manual pallet counts · label mismatches
Tracking
$60–90B
Inventory inaccuracy · wrong picks
Fulfillment
$22–173B
Delivery · checkout · goods-to-person errors
Where waste accumulates — annual US estimates, KoiReader offerings summary 2026
Global TAM Analysis: Bottoms-Up Market Sizing Across 9 Global Verticals
Inventory Tracking: Forklift Vision Camera versus Ceiling Cameras
Where waste accumulates
Gate Entry
$50–80B
Manual check-in · No compliance verification
Yard
$30–50B
Trucks lost in yard · No real-time tracking
Dock Door
$80–120B
No load verification · Manual label scanning
Receiving
$40–60B
Manual pallet counts · Label mismatches
Tracking
$60–90B
Inventory inaccuracy · Wrong picks
Fulfillment & Commerce
$22–173B
Delivery · Checkout · Goods-to-person errors
Total addressable waste
$300B – $573B
annually · 150K+ US facilities
KoiVision®: A Modular Hardware-Activated AI Platform
Proven in production at Fortune 50 facilities across 6 verticals
Why it works
Hardware-activated AI, proven in production at Fortune 50 facilities.
99.4%
Complex broken labels & barcodes
98.7%
Dynamic SKU recognition
6
Six granted U.S. patents (as of 2026)
5 days
To a live proof of value on your dock
KoiScan — core data capture engine
Accuracy the industry average can't touch · industry avg 75–85%
99.4%
Complex broken labels & barcodes
99.0%
Broken labels behind shrink wrap
98.7%
Dynamic SKU recognition
6
Six granted U.S. patents (as of 2026)
Solutions
Four operations. One intelligence layer.
01
Warehouse Intelligence
Inbound/outbound verification, inventory & asset tracking, cargo scanning and dimensioning, vision picking, and agentic labor orchestration.
Learn more →02
Yard Intelligence
Gate automation and damage detection, real-time asset tracking, move compliance, and detention/dwell time — from gate to dock door.
Learn more →03
Manufacturing Intelligence
Line efficiency, inventory & lot traceability, inbound/outbound verification, and safety & compliance for the smart factory.
Learn more →04
Retail Intelligence
SKU detection and label scanning APIs, shrinkage, returns & spoilage control — from back of store to seamless customer experience.
Learn more →/01
Warehousing
Inbound/outbound verification · trailer loading efficiency · inventory, asset & safety tracking · cargo scanning & dimensioning · vision picking (G2P & P2G)
EXPLORE →
/02
Yard
Gate automation & damage detection · asset & inventory tracking · move compliance · detention / dwell time · last mile
EXPLORE →
/03
Manufacturing
Inbound/outbound verification · line efficiency · inventory & lot traceability · safety & compliance
EXPLORE →
/04
Retail
SKU detection & label scanning API · shrinkage, returns & spoilage · planogram compliance · checkout intelligence
EXPLORE →
Elevate your operations.
Quick proof at your Gate, Yard, Dock, or within the Warehouse.







