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Unmatched Inspection Accuracy.
White-Glove Support.

Overview's AI vision systems deliver state-of-the-art accuracy, with industry leading ease-of-use and maintainability

See Our TechnologyBook Demo

Trusted by Top Manufacturers

Powering quality control at leading manufacturers worldwide

Toyota
Honda
Mitsubishi
Tyson
SpaceX
Schaeffler
Amphenol
Molex
Clorox
Toyota
Honda
Mitsubishi
Tyson
SpaceX
Schaeffler
Amphenol
Molex
Clorox
Henkel
Aisin
Milliken
Tillamook
Velcro
Winkelmann
Zipline
Parker Hannifin
Henkel
Aisin
Milliken
Tillamook
Velcro
Winkelmann
Zipline
Parker Hannifin

Transform Your Manufacturing Operations

See how Overview's AI vision platform makes your quality control more accurate and your implementation faster.

75%
reduction in
inspection costs
50%
reduction in
rework
100%
defect
coverage
20%
reduction in
scrap

Use Cases

Real-world inspection scenarios our AI solves

Assembly Verification

Assembly Verification

Ensure precise part placement and alignment — even for small components.

Defect Detection

Defect Detection

Instantly identify cracks, porosity, and missing welds on varied surfaces.

Multi-point Inspection

Multi-point Inspection

Verify multiple critical checkpoints in one scan for efficient QA.

Interoperable and customizable to your factory

Proven on Your Toughest Applications

From micro-defects to fast-moving production lines with variable conditions—deep learning vision adapts where rule-based systems fail.

Detects micron-level defects traditional vision systems miss
Adapts to variable lighting, part positioning, and environmental changes
Operates on reflective surfaces, variable placement, and complex geometries
Handles multiple defect types: scratches, cracks, porosity, misalignment
Learn more about proven applications
AI Detection Example 1
AI Detection Example 2
AI Detection Example 3
Assembly Verification Example
AI Detection Example 4
AI Detection Example 5
AI Detection Example 6
AI Detection Example 7
AI Detection Example 8
AI Detection Example 9
AI Detection Example 10
AI Detection Example 11
Defect Detection - Micron-level Precision
Defect Detection - Variable Conditions
Defect Detection - Complex Geometries
Defect Detection - Chaotic Environment
Defect Detection - Multiple Defect Types
Defect Detection Example 1
Defect Detection Example 2
Defect Detection Example 3
Defect Detection Example 4

Fast Implementation, Faster Payback

Deploy production systems in hours. Train models in minutes. Achieve ROI in weeks—not quarters.

Train production-grade models in under 1 hour with as few as 5 images
Advanced data augmentation reduces sample requirements 10x
Deploy full systems in hours with pre-configured cameras and browser-based setup
Typical payback: 3-6 months with up to 75% cost reduction vs. manual inspection
Learn more about Fast Implementation
Fast AI model training interface showing deployment workflow

Your System, Your Control

Edge computing runs deep learning inference directly on camera hardware—real-time processing, complete data sovereignty, zero vendor dependency.

NVIDIA GPU on every camera delivers sub-100ms inference with no cloud dependency
100% on-premise processing keeps sensitive manufacturing data inside your facility
Browser-based configuration requires zero software installations
Complete operational independence—no internet connectivity or vendor support required
No vendor lock-in: No software licenses to expire. No subscription dependencies
Learn more about edge computing
Edge computing AI vision system control interface showing on-premise deployment

Built for Your Team to Run

Manufacturing engineers configure systems. Operators execute inspections. No computer vision specialists required.

Modular optical hardware with interchangeable C-mount lenses and integrated lighting
Customizable dashboards built with HTML/CSS/JavaScript—no proprietary tools
Native industrial protocols: EthernetIP, Profinet, Modbus TCP plus Node-RED
Learn more about system flexibility
Custom Dashboard - Real-time Analytics
Node-RED Integration - Custom Logic Programming
Dashboard Example - Multi-camera Aggregation

Adapts As Your Production Evolves

Haystack visualization exposes model uncertainty. Teams retrain and adapt models in minutes—no vendor dependency for continuous improvement.

2D feature space reveals model uncertainty and emerging defect patterns
Anomaly detection surfaces out-of-distribution defects proactively
In-system retraining completes without external dependencies
Learn more about Haystack
Haystack visualization showing AI model feature space and defect clustering for continuous improvement

Your Success Partner, Not Just a Vendor

Our team identifies high-value inspection points and ensures production-grade performance from day one.

On-site deployment by engineers with manufacturing inspection expertise
Hands-on training for operators, engineers, and management
Ongoing partnership for optimization and technical support
Overview.ai engineer providing on-site implementation support for manufacturing quality inspection

What Our Customers Say

Trusted by leading manufacturers worldwide for mission-critical quality inspection

“I am going to use this camera instead of our in-house vision system.”

Senior Vision Engineer

Automotive OEM

Ready to Transform Your Production?

Join manufacturers worldwide using Overview AI vision systems

Schedule a Demo