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
Also relevant · 24 tools
These products are useful in adjacent workflows, but the fit is less direct. Open them when your project spans more than one task.
ABB PoWa
Robotic Arms
Six-model collaborative arm family with 7–30 kg payloads
Contact the vendor for pricing
KUKA LBR iiwa
Robotic Arms
Seven-axis torque-sensitive arms with 7 kg and 14 kg variants
Contact the vendor for pricing
KUKA LBR iisy
Robotic Arms
Six-axis cobot family with model-specific payload and reach
Contact the vendor for pricing
ABB GoFa
Robotic Arms
GoFa 5, 10 and 12 collaborative arms with optional Ultra Accuracy
Contact the vendor for pricing
Franka Research 3
Robotic Arms
Seven-axis research arm with torque sensing and 1 kHz control access
Contact the vendor for pricing
Universal Robots UR30
Robotic Arms
Collaborative robot arm with 30 kg payload and 1300 mm reach
Contact the vendor for pricing
Universal Robots UR20
Robotic Arms
Collaborative robot arm with 20 kg payload and 1750 mm reach
Contact the vendor for pricing
Unitree B2-W
Service & Companion Robots
Industrial wheel-legged platform with special-configuration range figures
Unitree B2
Service & Companion Robots
Industrial quadruped with configuration-dependent high-speed claims
Contact the vendor for pricing
Unitree A2-W
Service & Companion Robots
Wheel-legged industrial platform with separate A2-W and PRO ratings
Contact the vendor for pricing
Unitree A2
Service & Companion Robots
Industrial quadruped with separate A2 and PRO ratings
Contact the vendor for pricing
Unitree AS2-W
Service & Companion Robots
Compact wheel-legged robot with load-specific endurance
Contact the vendor for pricing
Unitree AS2
Service & Companion Robots
Compact quadruped with four different hardware configurations
Contact the vendor for pricing
Flexiv Moonlight
Robotic Arms
Three-axis force-controlled parallel robot
Unitree Z1
Robotic Arms
Six-axis mobile-platform arm with AIR and PRO variants
Buy or sign up directly
Unitree Go2-W
Service & Companion Robots
Wheel-legged quadruped with 16 joint motors
Unitree Go2
Service & Companion Robots
Quadruped robot with AIR, PRO, X and EDU variants
From $1600
DJI FlyCart 30
Drones
Cargo drone with separate single- and dual-battery configurations
UFACTORY Lite 6
Robotic Arms
Compact six-axis arm for 600 g loads and 440 mm reach
Pricing and stock vary by configuration and region; check the official store
Kinova Gen3
Robotic Arms
Six- or seven-axis research arm with Kortex control
UFACTORY 850
Robotic Arms
A six-axis collaborative arm with a 5 kg payload, 850 mm reach and ±0.02 mm repeatability.
Pricing and stock vary by controller configuration and region; check the official store
Flexiv Rizon 4
Robotic Arms
A seven-axis force-controlled arm with a 4 kg payload and IP65 protection.
Contact the vendor for pricing
PUDU FlashBot
Service & Companion Robots
First-generation building delivery robot for integrated elevator service
Not specified
FANUC CRX-3iA
Robotic Arms
11 kg collaborative arm with 3 kg payload and 692 mm reach
Contact the vendor for pricing