Visual Inspection & Quality
Use machine vision, drones and robots to find defects and verify production quality.
Questions to answer before choosing
Use these three questions to define the job before comparing products.
- Which defect classes matter and how many labeled examples are available?
- What false-reject and missed-defect rates can the process tolerate?
- Must results be traceable to a batch, serial number or production station?
When not to automate yet
Consider whether improving the current workflow would meet your needs first.
- Defect classes that are named, agreed and illustrated with examples
- Enough labelled history to test against real parts, not demos
- Results that can be traced back to a batch, station or serial number
- Missed-defect and false-reject tolerance separately — they cost different things
- How the system is re-validated after a lens, light or material change
- Who reviews a part the system rejected
- A replacement for a written defect standard
- A system that absorbs a new defect class it has never seen
- A reason to skip sampling checks after go-live
Three ways to solve the same problem
Choose the lowest layer that reliably removes the bottleneck.
Process first
Standardize the workflow, remove unnecessary steps and measure the bottleneck before buying technology.
Software automation
Use workflows, RPA or AI agents when the work is digital and the inputs and exceptions can be defined.
Physical robot
Use an arm, AMR, drone or humanoid when movement in the real world is the constraint to remove.
Tools for this scene · 178 tools
DJI Dock 3
Drones
DJI Dock 3 is DJI's first vehicle-mountable drone dock, paired with Matrice 4D/Matrice 4TD drones for all-weather, all-scenario unattended operations.
Contact the vendor or a partner
Standard Bots
Robotic Arms
Collaborative robots for modern manufacturing
Contact the vendor for pricing
FANUC
Industrial Automation
Automation solutions for manufacturing excellence.
Contact the vendor for pricing
DJI
Drones
Leading drone technology for aerial imaging and industrial applications.
Buy or sign up directly
Keyence
Industrial Automation
Sensors, measuring instruments, and vision systems for automation
Contact the vendor for pricing
Elite Robots
Robotic Arms
Suzhou cobot maker with global certifications
Contact the vendor for pricing
DEEP Robotics X20
Service & Companion Robots
DEEP Robotics X20 is an industrial-grade quadruped robot for industry applications.
Contact the vendor for pricing
Deep Robotics X30
Service & Companion Robots
Industrial quadruped for power inspection
Contact the vendor for pricing
DEEP Robotics Lite3
Service & Companion Robots
DEEP Robotics Lite3 is a quadruped robot from DEEP Robotics, listed under its Lite series and education and research applications.
Contact the vendor for pricing
Autel EVO Max 4T
Drones
Enterprise drone with thermal imaging
Contact the vendor for pricing
Cognex
Industrial Automation
Machine vision and industrial barcode reading solutions
Contact the vendor for pricing
WingtraOne GEN II
Drones
WingtraOne GEN II is a VTOL survey drone from Wingtra designed for accurate aerial mapping and surveying workflows.
Contact the vendor for pricing
AUBO Robotics
Robotic Arms
Cost-effective collaborative robots from China
ANYmal D
Service & Companion Robots
ANYmal D is a quadruped robot from ANYbotics designed for autonomous inspection in industrial environments.
Contact the vendor for pricing
Autel Dragonfish
Drones
Autel Dragonfish is a series of vertical take-off and landing drones from Autel Robotics.
ANYmal X
Service & Companion Robots
ANYmal X is a quadruped robot from ANYbotics designed for autonomous inspection in industrial environments.
Contact the vendor for pricing
DEEP Robotics Lynx M20
Service & Companion Robots
DEEP Robotics Lynx M20 is a wheeled quadruped robot listed under the Lynx series on the DEEP Robotics product page.
Contact the vendor for pricing
Robotnik RB-THERON
Warehouse & Logistics
Indoor AMR for inventory and inspection integrations
Not specified · Contact the vendor for pricing
ABB RobotStudio
Industrial Automation
Offline programming and simulation suite for ABB robot cells
Percepto
Drones
Autonomous drone-in-a-box solution for industrial site monitoring.
Contact the vendor for pricing
Also relevant · 4 tools
These products are useful in adjacent workflows, but the fit is less direct. Open them when your project spans more than one task.
AGIBOT C5
Service & Companion Robots
Autonomous sweeping, scrubbing and dust-mopping robot
Not specified · Contact the vendor for pricing
AGIBOT G1
Service & Companion Robots
Wheeled dual-arm robot for manipulation and embodied-AI data collection
Not specified · Contact the vendor for pricing
AGIBOT G2
Service & Companion Robots
Force-controlled wheeled robot with dual arms and optional dexterous hands
Not specified · Contact the vendor for pricing
Kinova Link 6
Robotic Arms
Six-axis industrial cobot with 6 kg continuous payload at 200 mm from the wrist