Machine learning & computer vision
The core of the thesis: turning camera input into reliable perception. We take machine learning and computer vision from the research lab to mass-market products, at volumes exceeding one million units.
Hardware + software engineering · San Francisco Bay Area
AutoRoboto is the cross-disciplinary team behind camera-driven hardware and software: one horizontal, many verticals, taking products from first prototype to millions of units shipped.
One horizontal · many verticals
Cameras have become the most capable, lowest-cost sensor in modern hardware. AutoRoboto works across that single horizontal and the verticals that branch off it, from perception ML and biometrics to factory-line calibration and security. One thesis, applied from first prototype to mass production.
The core of the thesis: turning camera input into reliable perception. We take machine learning and computer vision from the research lab to mass-market products, at volumes exceeding one million units.
We design custom robotic hardware, not off-the-shelf integrations: teleoperation rigs that capture demonstration data for training vision-language-action (VLA) models, plus automated camera and sensor calibration and vision-guided systems built for the real world.
Cameras generate enormous data. We run large-scale, real-world collection and the pipelines behind it: structured, validated datasets your models can trust.
Validating camera-enabled devices across the full product lifecycle, from prototype to platforms used by hundreds of millions of people, with real-world stress testing that proves durability before launch.
Getting camera modules built right at scale: custom test fixtures, production-line calibration and monitoring, and guidance from prototype through final quality assurance (FQA).
Offensive security for camera-driven systems, including biometric and facial-recognition penetration testing that finds vulnerabilities before attackers do.
How we work
Mechanical, electrical, and software under one roof means we can turn a camera into a dependable sensor and build the perception, data, testing, and manufacturing around it. Every decision is derived from sound engineering and real-world testing.
We carry products the full distance: prototype, final quality assurance, and into mass production. Let us take the hard, cross-disciplinary problem off your plate.
Fixtures, mechatronics, manufacturing.
Sensors, calibration, integration.
Pipelines, ML, test automation.
Collection, validation, insight.
Representative work
Client engagements are confidential, so the work below is described in general terms.
Took a novel sensing technology from prototype to a shipping consumer product, including factory-line calibration and high-volume QA.
Read the case study → Electrical · Mechanical · SoftwareCamera and sensor integration, real-world data collection, and reliability testing for a platform deployed at consumer scale.
Read the case study → Machine learning · Biometrics · SecurityWe build and validate the biometric security, including facial recognition and fingerprint scanning, for ML-powered products in production, released to more than a million consumers.
Read the case study →We work across a wide range of robotic platforms, from collaborative and industrial arms to mobile robots and custom rigs, integrating them into real-world production and data-collection systems.
AutoRoboto is growing across data engineering, robotics, QA, and security. Hard problems, real products, and a team that works across every discipline.
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Centrally located in the San Francisco Bay Area.
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