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 Matrice 350 RTK
Drones
Industrial RTK drone platform with mission-payload support
Contact the vendor for pricing
Boston Dynamics Spot
Service & Companion Robots
Quadruped platform for industrial inspection and sensor payloads
Contact the vendor for pricing
Quantum Systems Trinity Pro
Drones
Fixed-wing VTOL mapping drone with interchangeable survey sensors
Not specified · Contact the vendor for pricing
Autel Alpha
Drones
Industrial multirotor with multi-camera sensing and payload-development interfaces
Not specified · Buy or sign up directly
BRINC Responder
Drones
Public-safety response drone with thermal imaging and two-way audio
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Dobot MG400
Robotic Arms
Four-axis desktop arm with 440 mm working radius
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Unitree AlienGo
Service & Companion Robots
Research quadruped with ROS-based sensing and 12 motors
Unitree B1
Service & Companion Robots
Industrial quadruped with separately stated standing and walking loads
DJI Matrice 400
Drones
Enterprise flight platform with LiDAR and radar sensing
DJI Matrice 4T
Drones
Compact enterprise drone with thermal and multi-camera imaging
Skydio
Drones
Autonomous drones with advanced obstacle avoidance for inspection and public safety.
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Flyability Elios
Drones
Collision-tolerant drone for indoor inspection in confined spaces.
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Elephant Robotics Mercury B1
Robotic Arms
Elephant Robotics' Mercury B1 is a semi-humanoid robot with 17 degrees of freedom and dual seven-axis arms for embodied intelligence research.
Parrot
Drones
European drone maker for consumer and professional use.
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Percepto Air Max
Drones
Percepto Air Max is a drone-in-a-box solution for autonomous visual and thermal inspection of industrial sites.
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Percepto Air Max OGI
Drones
Percepto Air Max OGI is a drone-in-a-box solution for autonomous optical gas imaging surveys at industrial sites.
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Skydio Dock for X10
Drones
Skydio Dock for X10 positions X10 drones on site for remotely piloted or autonomous missions launched at the push of a button.
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Fotokite Sigma
Drones
Fotokite Sigma is an actively tethered drone for public safety teams, providing aerial situational awareness without piloting.
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XAG
Drones
Agricultural drones and farm robots
Contact the vendor or a partner
JAKA Robotics
Robotic Arms
Chinese cobot leader strong in 3C manufacturing
KUKA.Sim
Industrial Automation
Simulation suite for KUKA robot cells
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DJI Matrice 4E
Drones
The DJI Matrice 4E is a compact intelligent multi-sensor flagship drone for high-precision professional surveying and detailed surface inspection.
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Skydio X10
Drones
Autonomous inspection drone, no pilot needed
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MOTOMAN-HC35
Robotic Arms
Yaskawa launches the MOTOMAN-HC35 collaborative robot with a 35 kg payload capacity and 2030 mm reach.
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