Machine-vision inspection & automation equipment
Build the factory that never sleeps.
We engineer vision, motion, and decisioning into a single platform that runs production lines without a human in the loop. From inspection to assembly to logistics — designed for the lights-out era.
Customer and project figures are for our parent company, Suzhou Dinnar.
FPC Flexible Circuit Defect Detection
0.05 mm Minimum defect resolution
Force & Travel Test Equipment
1000 N Force adjustment
Online PCB Visual Inspection Machine
10 PCS/min Inspection speed
Universal-Joint Cross Shaft Appearance Inspection
0.03 mm Minimum defect resolution
Camera Module Airtightness Functional Tester
0.7 s/PCS Inspection speed
Mobile Camera Color & Full-Dimension Inspection Machine
3.2 s/PCS Inspection speed
Browse all 47 inspection, metrology and assembly systemsThree standard products, one software stack.
Start with one machine or one line, then extend to the whole plant once it proves out.
Device
At one machine or station
Real-time vision inspection and pass/fail decisions; setup, changeover and defect review for that machine.
Line
Beside one production line
Looks across every machine on the line: root cause, parameter recommendations, changeover support, shift reports.
Private cloud · Whole plant
Plant server room or company data center
Manages many lines and plants in one place; hosts the heavy model compute.
The three standard products are in development.
The AI explains, diagnoses and recommends. Any change to a machine is carried out only after a person approves it. The AI stays out of the control loop and does not touch safety functions.
Six engines that make a lights-out line possible.
Vision, robotics, and AI engineered together — not bolted on.
Sub-pixel machine vision
Custom optics, multi-spectral lighting, and PatSky geometric matching that resolves defects below 5 microns at line speed.
On-device defect AI
Self-supervised models trained per SKU, redeployed in minutes. Zero cloud dependency on the line.
Closed-loop motion
Six-axis robots, linear stages, and force-feedback grippers tuned to micrometer-level repeatability.
In-line metrology
Confocal, structured light, and laser interferometry fused into one measurement record per part.
Factory data fabric
Every part, every cycle, time-locked into an OPC-UA / MQTT data fabric with full lineage.
Lights-out operations
Self-recovery, auto-rebalancing across stations, and zero-touch SKU changeover.
Built for the world's hardest production problems.
Deployed across consumer electronics, EV batteries, semiconductors, and displays.
Three short looks inside our machines.
One clip filmed on a production line, two from our 3D machine animations.
On the line Dimension AOI on an automated lamination line: twin stages carry parts under the cameras and back. 
3D animation Four phones turn together on linked fixtures while four camera heads scan them in turn. 
3D animation 3D line laser: a blue laser line sweeps along the edge of a part on its stage.
ACI-S1000 + VisionOne.
A standardized inspection line and a visual development platform.
ACI-S1000
Standardized appearance defect inspection line
- Minimum defect resolution: 0.01 mm
- Fully automatic inline inspection, 10 s/PCS
- Max inspection size: 16 inch
- Overkill ≤ 15%, escape ≤ 0.3%
VisionOne
Visual development platform
- Drag-and-drop pipeline builder
- PatSky geometric matching, sub-pixel edge
- Self-supervised defect classifier
- Deploys to ACI-S1000 in one click
We build the stack other automation companies stop short of.
Most vendors integrate. We engineer.
Optics
Custom telecentric lenses, multi-spectral coaxial lighting, and proprietary polariser stacks tuned per SKU. Designed in-house, ground in-house.
Mechanics
Granite stages, precision linear modules, and vibration-isolated work cells engineered for sub-micron repeatability over 8-year service life.
Electronics
Controller baseboards, FPGA imaging cards, and EtherCAT motion controllers. Every PCBA is built and tested by Dinnar.
Algorithms
Classical and deep-learning vision algorithms, built in-house. Object detection locates a defect, a classifier grades it, and semantic segmentation measures its area. A generative adversarial network fills in scarce training samples.
Software
VisionOne builds inspection programs as low-code graphical flows and supports remote control. The labeling software and the trace and re-judgment database are in-house too. Every shift starts with a golden-sample check before production.
AI
Dinnar runs its own AI training servers. On site, inference runs beside the line, and images and process data do not go to a public cloud. The AI also handles smart labeling, model transfer and defect prediction. On machine changes the AI explains, diagnoses and recommends; a person approves.
Learn about AI Inside the Factory →From automated inspection to fully autonomous production.
Most factories still need humans every shift. Dinnar gives you the platform to remove them — safely, gradually, line by line.
Automate
Replace manual inspection and measurement with deterministic vision systems.
Connect
Link every station into one data fabric. Every defect is correlated, every cycle is measured.
Decide
Closed-loop AI that resolves micro-stoppages, rebalances throughput, and orders re-work without an operator.
Lights-Out
Switch off the lights. Production continues, recovers, and reports — autonomously.
Engineered in San Jose. Deployed worldwide.
Dinnar Automatic Intelligence Inc. is the U.S. operating company building the lights-out manufacturing platform for the next generation of factories. Our team comes from the world's leading vision, robotics, and AI labs, and our systems run production lines for Fortune 500 consumer electronics, EV, battery, and semiconductor manufacturers.
Learn more
Bring lights-out to your line.
Tell us about your production environment. An engineer will reply within one business day.