verify every step, every position, every part — before it ships.
solutions - assembly verification
Multi-step assembly builds are where quality escapes happen — a missing component, a wrong part, a step completed out of sequence. By the time an error is found downstream, rework costs multiply. Detect-It watches the entire build in real time, verifying every position in order and confirming the complete assembly before the part moves on.
the numbers
#1
CAUSE OF AUTOMOTIVE RECALLS IS ASSEMBLY ERRORS
10x
COST TO FIX A DEFECT FOUND AT THE CUSTOMER VS. AT IN STATION
0
LINES OF CODE REQUIRED TO BUILD AND DEPLOY A DETECT-IT ASSEMBLY NET
Assembly errors that escape the line don't just cost rework — they cost warranty claims, recall campaigns, and customer relationships. Catching them at the station before the part moves is the only economical solution. Detect-It makes that possible without adding specialized hardware, coding staff, or weeks of deployment time.
THE PROBLEM
WHY ASSEMBLY ERRORS ESCAPE THE LINE
Assembly verification is harder than it looks. A connector might be present but not fully seated. A component might be installed in the wrong orientation. A step might be skipped entirely when an operator is interrupted mid-build. End-of-line inspection catches some of these — but only what's visible at that moment, not what happened during the build sequence.
Traditional machine vision systems can verify presence or absence of a component in a fixed image — but they can't watch a build sequence unfold in real time, verify that steps happened in the correct order, or confirm that a part was in the right position at the right moment. That requires AI vision running on live video.
Detect-It watches the entire time a part is in station. Not just a snapshot at the end — the full sequence, from first operation to final confirmation, verified continuously as the build happens.
how detect-it verifies assemblies
Sequence verification, not just presence checking
01
train on your build sequence
Shoot a video of your assembly process from start to finish. Label each verification point — component presence, orientation, position, connector seating. Net Builder trains a detection net in hours.
02
watch the full build in real time
Net Runner runs live on your camera feed while the part is in station. It monitors each build step as it happens — not just a final snapshot — and tracks sequence order.
03
flag errors at the station
When a step is missed, a component is wrong, or a sequence is out of order, Detect-It generates an immediate alert — before the part moves to the next station.
04
confirm and log the complete build
Net Evidence stores visual proof of every verified assembly by serial number — a complete birth certificate showing every step was completed correctly.
the detect-it solution
no faults forward - verified at the station, not downstream
sequence-aware detection
Verifies that build steps happen in the correct order — not just that components are present at the end of the build.
multi-position verification
Checks multiple positions in a single station simultaneously — connector seating, component orientation, label presence, and more in one pass.
real-time alerting
Errors are flagged at the station the moment they occur — not at end-of-line, not at the customer, not in a warranty claim.
complete traceability
Net Evidence generates a visual birth certificate for every part — lookup-able by serial number, with image proof of every verified step.
what detect-it can detect
Detect-It can verify any assembly characteristic that a camera can see. Don't see your specific application listed? Send us a video and we'll show you what Detect-It finds.
see it in action
see it on your assembly before you decide
Send us a video of your build process and we'll show you exactly what Detect-It verifies — at no cost, no obligation, results in 1–3 business days.