The company behind the cameras Y Combinator · W19

Built for the
factory floor.

Overview is an AI vision systems company that helps manufacturing teams detect defects, verify assembly, and improve production quality.

Get to know Overview
An Overview camera and ring light being set up by hand
Where our work meets yours.
Overview camera and inspection software working together at an inspection station
Hardware and software,
built together.
Hardware. Software. People.One team, focused on better inspection.
How we build

What Overview does

Overview team members collaborating on a camera setup
Built together. Put to work together.

Industrial AI cameras

We build camera systems including the OV10i, OV20i, and OV80i, combining image capture and onboard processing. They help production teams check parts and assemblies at the inspection points that matter.

Explore our cameras

AI inspection software

Our browser-based software lets teams configure inspections, train AI models, and review captured images. Classification and segmentation tools help identify defects and show where they appear, with capabilities depending on the system.

See the OV20i workflow

Application engineering and deployment

Our applications team helps scope inspections, select cameras and optics, and validate setups in pilots. Training and integration support help manufacturers, integrators, and machine builders move toward repeatable production deployments.

Explore engineering support
Designed for daily use

What makes Overview different

Zero desktop installs to configure a camera

Overview’s camera interface runs in your browser. By comparison, Cognex’s In-Sight 2800 setup guide instructs users to install In-Sight Vision Suite on a PC, making setup software a concrete point to compare.

Cognex setup documentation

No required software subscription for OV20i and OV80i

The OV20i and OV80i product specifications list no required software key or subscription. That lets teams plan around the inspection hardware purchase; the configuration, services, and commercial terms are set out in the order.

View product specifications

An image history built into the system

The OV20i lists capacity for approximately 300,000 images on its 256 GB storage. Teams can review captured images in the browser to investigate inspection decisions; actual capacity depends on image size and configuration.

Explore image review

Connections to the equipment you already run

The OV20i provides two digital inputs and two digital outputs, with EtherNet/IP, PROFINET, and OPC UA listed in its specifications. Those interfaces help connect inspection results to plant controls, with integration scoped to the application.

For machine builders

A vision engineer from the first conversation

For new inquiries, our contact page sets a response expectation of one business day from a vision engineer. From there, our applications team can help define the inspection, evaluate a pilot, and support deployment.

Talk through your application

Evaluating Cognex or Keyence? Compare the specific camera, setup workflow, integration requirements, and total quoted cost for your application. Explore our comparisons

Built for production teams

Who uses Overview

  • Automotive and component quality teamsChecking assemblies, welds, connectors, and part condition on production lines.
  • Electronics manufacturing and automation engineersInspecting connectors, pins, PCBs, and other small features for defects and assembly errors.
  • Packaging and food production teamsVerifying seals, closures, printed codes, and product appearance.
  • Systems integrators and machine buildersAdding vision inspection to new equipment or upgrading customers’ existing lines.
Camera and optics setup for connector inspection
In practice / Electronics manufacturing

Small pins. A very real quality problem.

See how an electronics manufacturer approached bent-pin and debris inspection with Overview.

Read the case study
Our beginning

The team behind Overview

Overview’s four co-founders together outdoors
The founding team.

The problem came first.

When you’ve worked on a production line, quality isn’t an abstract problem.

It’s the part that needs a second look. The defect that’s hard to describe. The inspection that has to work under the conditions you actually have.

Our founding team brought together experience in Tesla manufacturing and large-scale software infrastructure. Overview grew out of a simple conviction: the people responsible for quality deserve better tools.

Y Combinator
Winter 2019
2019

We joined Y Combinator in 2019 to build a company around that problem. Today, we bring cameras, AI, and inspection software together in systems built for manufacturing.

Our YC story

The ambition has grown.
The focus is still the factory floor.

What we’re working toward

A world where
no defect goes unseen.

Our mission is to catch every manufacturing defect in the world. We’re working toward it one application, one production line, and one customer partnership at a time.

The people behind Overview

Different backgrounds.
A shared obsession.

Manufacturing, software, and AI.
Brought together to make inspection better.

Chris Van Dyke

Chris Van Dyke

Co-founder & CEO

Previously at Tesla, working on Gigafactory infrastructure and the Supercharger network.

LinkedIn
Russell Nibbelink

Russell Nibbelink

Co-founder & COO

A software engineering background, including building large-scale infrastructure at Salesforce.

LinkedIn
Xiaoyang Kao

Xiaoyang Kao

Co-founder & CTO

Leads the technology behind Overview’s AI vision systems, with a background spanning hardware development, cloud technologies, and backend software.

LinkedIn
Austin Appel

Austin Appel

Co-founder

Previously at Tesla, working across manufacturing and research and development.

LinkedIn
Overview colleagues gathered for a team photograph in Lisbon
One team. Many perspectives.Overview, together in Lisbon.

We’re a team of engineers, builders, and problem-solvers working across borders, and close to our customers.

Build with us
From first conversation to production

How Overview works

Tell us what you need to inspect

Contact us by form, email, or phone with your part, defects, line speed, and integration needs. A vision engineer responds to new inquiries within one business day.

Scope the system with our engineers

Work with your Overview contact and applications team to define inspection points and choose the camera, lens, and lighting. We help establish the initial inspection recipes and criteria for testing.

Validate a pilot, then deploy

Test the setup against representative parts and conditions before rolling it out. Pilot, delivery, and production timelines depend on the application and are confirmed with your team during scoping.

Train your team and stay supported

Get help with setup, training, and integration as you move into production. Your sales contact can connect you with an applications engineer; technical support is available by email Monday–Friday, 9 a.m.–5 p.m. Pacific.

Overview at a glance

Key facts

Company name
Overview
Type
Industrial AI vision hardware and software company
Founded
2019 · Y Combinator W19
Founders
Chris Van Dyke, Russell Nibbelink, Xiaoyang Kao, Austin Appel
Headquarters
San Francisco, California, USA
Core offering
AI vision systems for defect detection and assembly verification
Pricing
Camera unit prices: OV10i $4,450, OV20i $9,450, OV80i $13,450 USD. Configuration and accessories affect the total. View current pricing.
Contract terms
No required software subscription for OV20i and OV80i. Purchase and service terms depend on the quotation and applicable terms.
Services
Application scoping, pilot validation, training, and deployment support
Communication
Email, phone, and contact form; technical support at support@overview.ai
Notable clients
Toyota, Honda, Amphenol, Molex, and Clorox, among the manufacturers featured on our website
Customers served
Manufacturers in automotive, electronics, packaging, food, and other industries; systems integrators and machine builders
Projects delivered
Published examples include connector inspection, packaging seal inspection, and weld inspection. Explore customer projects.
Competitors
Cognex, Keyence, and other industrial machine vision suppliers. Compare systems.
Social
Overview on LinkedIn; individual founder profiles above

Frequently asked questions

What does Overview do?

Overview builds AI vision systems that help manufacturers detect defects and verify assemblies. Our offering combines camera hardware, inspection software, and application engineering support.

Who are Overview’s systems for?

We work with manufacturing quality and automation teams, systems integrators, and machine builders. Applications include automotive components, electronics, packaging, and food production.

How much does an Overview camera cost?

Published camera unit prices are $4,450 for OV10i, $9,450 for OV20i, and $13,450 for OV80i, in USD. Accessories, configuration, and services affect the full project cost; check the shop or request a quote for current pricing.

Is a software subscription required?

The OV20i and OV80i specifications list no required software key or subscription. The quotation and applicable terms define the products and services included in your purchase.

How long does it take to get started?

A vision engineer responds to new inquiries within one business day. Pilot and deployment timing depends on your parts, inspection requirements, hardware availability, and integration, so we confirm the schedule during scoping.

Can Overview connect to our production equipment?

For example, the OV20i specifications include digital inputs and outputs plus EtherNet/IP, PROFINET, and OPC UA. Our applications team helps scope the connection to your controls and validate the setup for your line.

Who helps us after installation?

Your Overview sales contact can connect you with the appropriate applications engineer or support contact. Technical support is available at support@overview.ai, Monday–Friday, 9 a.m.–5 p.m. Pacific.

Let’s put vision to work.

What are
you building?

Bring us your part, your line, your inspection challenge. Let’s figure out what’s possible.

Talk to an engineer