Computer Vision Paid

Overview

Edge AI vision systems for real-time manufacturing inspection

Visit official website
PricingPaid
Starting price$4,450/system
Free planNo
Free trialYes
APIYes
Open sourceNo
DeploymentSelf Hosted
Last verifiedJuly 30, 2026
Overview

Tool overview

Overview is listed under Computer Vision AI tools.

Summary

What is Overview?

Overview AI combines industrial smart cameras, onboard NVIDIA GPUs, lighting, and browser-based software for manufacturing quality inspection. Models run at the edge so production images and inference can stay on the factory floor without a required cloud connection.

Best fit

Best for

Manufacturers needing deployable edge inspection without a vision-programming team

Audience

Who is it for?

Quality engineersManufacturing engineersPlant operations teamsMachine buildersSystem integrators
Recommendation

Decision note

Well suited to manufacturers that want a turnkey edge vision system rather than a software-only toolkit. Verify camera choice, regional availability, integration scope, and retained logo/attachment state before Apply.

Capabilities

Key features

On-device inference with integrated NVIDIA GPUs

Browser-based training and recipe management

Classification, segmentation, OCR, and anomaly detection

Industrial protocol and PLC connectivity

Centralized OV Fleet management

Workflows

Use cases

Detect production defects in real time

Verify assembly completeness

Inspect high-speed manufacturing lines

Monitor multiple factory deployments

Connect inspection results to PLC and MES workflows

Strengths

Pros

  • Published hardware pricing and clear product tiers
  • Edge processing keeps production data on site
  • Integrated camera, compute, lighting, and software
  • Broad industrial protocol support
Considerations

Limitations

Overview AI reduces machine-vision setup complexity, but each inspection still needs representative samples, suitable mounting and lighting, validation against real defects, and production acceptance testing. Published performance claims are application-dependent and should be proven on the buyer’s parts.

Cost

Pricing details

Pricing modelPaid
Starting price$4,450/system
Free planNo
Free trialYes
Pricing context

Billing options

One-time hardware purchase

Pricing context

Pricing note

Overview publishes all-inclusive smart-camera prices. OV10i starts at $4,450, OV20i is approximately $9,450, and OV80i is $13,450. The snapshot uses $4,450/system as the lowest paid entry point; a free demo is not treated as a free plan or trial.

View official pricing
Compatibility

Supported languages

  • English
  • German
  • Spanish
  • Simplified Chinese
  • Traditional Chinese
  • Vietnamese
Connectivity

Integrations

EtherNet/IP

PROFINET

Modbus

OPC UA

MQTT

HTTP/S

FTP/SFTP

RS-232

Discrete I/O

Node-RED

Specs

Technical details

PlatformsWeb
Multilingual supportYes
Login requiredYes
Open sourceNo
DeploymentSelf Hosted
CompanyOverview Corp.
Launch year2018
Models / versionsClassifier Segmenter OCR Auto-Defect Creator Studio Auto-Integration Builder
Editions / plansOV10i OV20i OV80i OVX OV Fleet
Data confidenceHigh
Last verifiedJuly 30, 2026
Documentation → Data source →
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Answers

Frequently asked questions

Overview AI combines industrial smart cameras, onboard NVIDIA GPUs, lighting, and browser-based software for manufacturing quality inspection. Models run at the edge so production images and inference can stay on the factory floor without a required cloud connection.
Manufacturers needing deployable edge inspection without a vision-programming team
The listed pricing model for Overview is Paid. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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