Ishiros
local_shipping INDUSTRIAL LOGISTICS CORE

LOGISTICS
REFUDS DELAYS.

Paperwork causes bottlenecks in warehouses. Our ICR algorithm decodes human handwriting from field CMRs directly from blurry smartphone photos – in true real-time.

CMR LTL
ID: SRB-X991-A
Sender (ICR-Handwriting)
Industrial Machinery Co.
CONFIDENCE: 98%
Vehicle Reg. Number
GB-104-TX
OPTIMIZING DESKEW & ILLUMINATION settings
ICR HANDWRITING
97%
Ballpoint pen recognition
PROCESSING SPEED
<4s
Automatic payload deciphering
ARCHITECTURE
API
TMS and WMS Synchronization
ZONE EXTRACTION
100%
Immune to paper folds & wrinkles
■ TRANSPORT SPECIFIC

TRUCK CABINS AS OFFICES.

Drivers in the field do not use flatbed A4 scanners. CMRs are photographed placed on steering wheels, at an angle, often at night. Our AI is engineered to correct these deformities.

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ICR Engine

Our neural network translates messy driver handwriting (ICR) located securely inside CMR form cells into a clean JSON string.

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Auto-Deskew

The algorithm automatically identifies the edges of crumpled paper, rotates it, stretches perspective, and binarizes text while eliminating detrimental shadows.

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Barcode Sync

Automatic reading of 1D and 2D barcodes pressed by customs, ensuring infallible tracking in your warehouse database.

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TMS Link

Data communicates directly with platforms like SAP TM, Oracle Transportation, or your custom Warehouse Management solution.

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ACCELERATE YOUR
FLEET THROUGHPUT.