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.
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 PatMax-class 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.
3C Consumer Electronics
Phones, laptops, wearables — appearance, dimension, and functional inspection at line speed.
Learn more →New Energy & Automotive
Battery cells, modules, glass, and drive components — built for high-mix, high-throughput EV lines.
Learn more →Semiconductor
Wafer, die, and substrate-level inspection and assembly with sub-micron repeatability.
Learn more →Display Panels
Mini-LED, OLED, and LCD inspection from glue to backlight to lit-pixel.
Learn more →Medical & Industrial
Surgical staplers, saline bottles, and precision mechanical parts — built to medical and ISO standards.
Learn more →ACI-S1000 + Vision One.
One controller, one model trainer, every line.
ACI-S1000
Lights-out controller, factory edge
- ● Sub-millisecond synchronous vision + motion
- ● 16 GPU-accelerated inspection streams per node
- ● Hot-swap line modules with zero downtime
- ● OPC-UA / MQTT / EtherCAT native
Vision One
Visual development platform
- ● Drag-and-drop pipeline builder
- ● PatMax-class 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
ACI-S1000 baseboards, FPGA imaging cards, and EtherCAT motion controllers. Every PCBA is built and tested by Dinnar.
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.
1 · Automate
Replace manual inspection and measurement with deterministic vision systems.
2 · Connect
Link every station into one data fabric. Every defect is correlated, every cycle is measured.
3 · Decide
Closed-loop AI that resolves micro-stoppages, rebalances throughput, and orders re-work without an operator.
4 · 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 across three continents.
Bring lights-out to your line.
Tell us about your production environment. An engineer will reply within one business day.