AI vision certifying
$200B of steel scrap.
Breven delivers fully automated Edge-AI visual certification for independent metal scrap yards. By scanning ferrous scrap in mid-air during the crane load, the system generates the exact proof you need to fight unfair mill deductions.
Arming the suppliers first establishes a proprietary data monopoly on localized scrap quality.
Mills hold the proof.
Breven gives it back.
Independent operators forfeit up to 10% of revenue to arbitrary mill deductions on outbound loads. Without verifiable, audit-grade proof of what shipped, every disputed load is a write-off.
docked
Currently, scrap yards lose up to 10% of their revenue when buyers arbitrarily claim delivered scrap was “dirty” (containing copper or explosion hazards).
Representative example. Format and dollar values based on AMM Chicago HMS price differentials and published industry data on contested loads.
unproven
Breven detects macro-contaminants (like electric motors or sealed cylinders) and generates an irrefutable “Certified Clean” digital photo-log that is timestamped, hash-signed, and bounded for every single scoop.
How much is your yard losing
to mill deductions, today?
Plug in your numbers. Output is your annual mill-deduction loss — what Breven recovers.
Revenue currently forfeited to unproven mill deductions is returned to your top line, with a hash-signed certification attached to every outbound load.
Estimates based on your inputs and published industry benchmarks. Talk to us for site-specific modeling against your actual settlement history.
Three steps. Zero ambiguity.
Loading zone to auditor's desk — one hardened pipeline, engineered for the yard floor.
Deploy
Breven hardware integrates with existing yard infrastructure: gantry, conveyor, or crane line. Edge-deployed in days, not quarters. No cloud dependency required.
Detect
Proprietary vision models classify electric motors, sealed cylinders, copper-bearing items, and tramp elements in every scoop. Sub-200ms inference, fully on-prem.
Certify
Generate audit-grade certification reports: hash-signed, timestamped, and tamper-evident, bound to every outbound shipment. Defensible at every audit.
Built for the yard.
Not the cloud.
Every Breven terminal is a sealed industrial appliance: NVIDIA Jetson silicon, ruggedized IP65 housing, and a vision pipeline engineered to operate when yard connectivity does not.
The vision system that scans
every scoop.
Edge-deployed inference at the load dock — sub-200 ms detection of macro-contaminants, hash-signed certificates for every outbound BOL. Upload raw footage of your own yard and run the model before you commit to a single unit of hardware.
Deploy Breven across
your operation.
Our engineering team will model your loading zone, scope hardware requirements, and demonstrate live detections against real load data. Standard hardware provisioning and pilot deployment in under 14 days.