Every project
needs a Sparky.

Describe the part. Build the inspection.
Ask your camera what happened.

Sparky, your lavender inspection partner, waving hello

A good inspection
starts with your idea.

You know the part, the process, and what should pass. Sparky helps turn that knowledge into a place to start—suggesting tools, guiding recipe setup, and helping you explore the results.

An AI agent for manufacturing quality, built into Spark and Spark Pro. Ready for the next question.

A little spark.
Then things start moving.

Four ways to work with Sparky.
Start with a question.

OV Spark Pro Sparky

Illustrative walkthrough
OV Spark Pro recipe editor with a composited Sparky demonstration

What would you like to do?

Your words are a good place to start.

Sparky

Actual interface with illustrative animated overlays. Example images and results.

A first step,
without the blank page.

Tell Sparky what you want to inspect. Choose its guidance when you create a recipe, then describe what a good part looks like.

Actual Sparky recipe-goal screenActual choice between guided Sparky setup and self-guided setup
Choose guided setup. Bring the inspection you know.
Actual Smart Imaging screen with six image options
One part. Different settings. A choice you can see.

Find the detail
that makes the difference.

A reflection. A faint edge. A feature that disappears in shadow. Smart Imaging brings different captures together so you can compare before you commit.

Ask. Understand.
Get back to the line.

“What do the side lights do?” A small question can stop the work. Ask it where you are and get an explanation with illustrations, right beside the camera controls.

Actual Sparky question and investigation screenActual Sparky answer explaining the corner indicator lights
From a question to something you can act on.

Your goal

1 / 6
Actual Sparky recipe-goal screen
Sparky launch illustration: propose a recipe, diagnose the line, or explain an inspection result

Good questions come
from every shift.

Quality. Maintenance. Operations. One camera passes through many hands, and everyone brings a different kind of know-how.

Sparky gives the people closest to the process a shared place to begin. Bring your experience, describe what you need, and work from there.

Bring your team’s next question

Your camera saw it.
Sparky helps you find it.

A shift’s worth of images. A question in everyday language.
Follow the answer all the way back to the part.

LibraryWasher assembly
Illustrative demo
Night shift · 22:00–02:006 matching captures
Illustration of a fixture with three washers and an empty top-right pocketCapture #116200:42:00 FAIL3 of 4 washers

Show me last night’s failures.

SparkyFound in your Library

Six parts to look at.
Here’s where to start.

I found 6 failed inspections in 240 saved captures. Each failed the washer count check: three detected, four expected.

240inspected
6failed
97.5%passed

The first failure was at . Select a capture to review its saved result.

Fictional captures and results, generated imagery. A walkthrough of asking, finding, and reviewing.

Explore Library with Sparky
Actual OV Spark inspection station at Mansfield Engineered Components

A first project.
A real production line.

At Mansfield Engineered Components, a quality engineer with little prior vision-camera experience built an end-of-line inspection where the process had relied on an operator’s visual check.

A missing washer was the most frequent defect. The team has since moved Spark between two lines.

“[Spark is] reliable, easy to use, and easy to train your maintenance people on.”

Logan Hoon
Quality Engineer, Mansfield Engineered Components

Read the launch story
Your know-how. More possibility. — a tactile typographic artwork with a translucent lavender ribbon
On your cameraSparkyOnboard Sparky
Production inspection Onboard assistance
Cloud intelligenceMore capable assistance · HMI generation
You choose when to connect.

Sparky lives
on your camera.

Onboard Sparky runs on the camera. Production inspection and onboard assistance can work without a cloud connection.

Choose optional cloud intelligence for more capable assistance and features such as HMI generation. When enabled, the information needed for that assistance leaves the device.

Changes stay in your hands. Write actions ask for approval. Sparky’s tool calls are recorded in the camera’s audit logs.

Read the Sparky guide

Meet the cameras.
Sparky comes with both.

Same helpful agent.
The image detail your application needs.

SPARKY INCLUDEDOV Spark purple industrial inspection camera1.2MP

OV Spark

For inspections where the features you need are resolved at 1.2 megapixels.

  • 1280 × 960 color global shutter
  • Ten AI and rules-based inspection tools
  • Autofocus and integrated lighting
Find your Spark
SPARKY INCLUDEDOV Spark Pro purple industrial inspection camera5MP

OV Spark Pro

More image detail for smaller features or a wider field of view.

  • 2592 × 1944 color global shutter
  • Ten AI and rules-based inspection tools
  • Autofocus and integrated lighting
Find your Spark Pro

Your team configures imaging, trains the tools, integrates the station, and validates the inspection at your line speed.

Compare full camera specifications

A few questions
for Sparky.

Sparky thinking about a question
What is Sparky?

Sparky is the AI agent built into Overview AI’s OV Spark and Spark Pro cameras. It helps with inspection tool selection, recipe building, operator screens, camera questions, and exploring saved inspection images and results.

Is Sparky an LLM for manufacturing?

Sparky brings language-model assistance to manufacturing quality through a focused agent for visual inspection. It works with the camera’s tools and inspection data. Configured inspection tools make production pass/fail decisions, while Sparky helps your team build and understand the inspection.

Does Sparky work without the cloud?

Yes. Onboard Sparky and production inspection run on the camera without a cloud connection. Optional cloud intelligence provides more capable assistance and is required for some features, including HMI layout generation. When enabled, the information needed for cloud assistance leaves the device.

Can Sparky change my inspection?

Sparky’s write tools ask for your approval before making a change. Its tool calls are recorded in Audit Logs. Your team configures imaging, trains the relevant tools, integrates the station, and validates the inspection before production.

Is Sparky included with Spark and Spark Pro?

Yes. Both cameras include onboard Sparky and ten AI and rules-based inspection tools. Spark has a 1.2 MP sensor; Spark Pro has a 5 MP sensor. Choose based on the detail your part needs and validate the complete recipe at your required line speed.

How can I see Sparky on my part?

Talk to an Overview engineer about your part, acceptable variations, and the defects you need to catch. We’ll walk through the inspection workflow and help assess which Spark camera fits your application.

Sparky waving

Start with a conversation.
See what happens next.

Bring your inspection challenge. We’ll bring Sparky.

Meet Sparky on your line