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
A short pause can prevent an expensive pilot with no owner or measurable outcome.
- A repeatable task with a clear owner and measurable outcome
- A stable process with known inputs, outputs and exceptions
- A pilot that can be observed safely and compared with today’s baseline
- The baseline cost, volume and error rate before automation
- Who owns exceptions, maintenance and the final decision
- How data, permissions and failures are recorded
- A process that changes before the team can measure it
- A project with no owner or acceptance criteria
- A technology purchase made only because the demo looks exciting
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 · 61 tools
DJI Matrice 350 RTK
Drones
Industrial drone flagship for inspection
Fotokite Sigma
Drones
Fotokite Sigma is an actively tethered drone for public safety teams, providing aerial situational awareness without piloting.
BRINC Responder
Drones
BRINC Responder is a mid-sized outdoor drone station for on-demand situational awareness in public safety operations.
WingtraOne GEN II
Drones
WingtraOne GEN II is a VTOL survey drone from Wingtra designed for accurate aerial mapping and surveying workflows.
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.
Percepto Air Max
Drones
Percepto Air Max is a drone-in-a-box solution for autonomous visual and thermal inspection of industrial sites.
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.
Autel Dragonfish
Drones
Autel Dragonfish is a series of vertical take-off and landing drones from Autel Robotics.
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.
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.
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.
Techman TM5-700
Robotic Arms
The Techman TM5-700 is a collaborative robot arm from Techman Robot, a Taiwanese manufacturer of collaborative robots.
Doosan P3020
Robotic Arms
Doosan P3020 is a high-power cobot in the Prime P-SERIES, designed for palletizing with maximum performance, efficiency and safety.
Doosan H2515
Robotic Arms
The Doosan H2515 is a high-power cobot in Doosan Robotics' H-SERIES, offering excellent force and top-tier stability.
Doosan H2017
Robotic Arms
Doosan H2017 is a high-power collaborative robot in Doosan Robotics' H-SERIES, offering excellent force and top-tier stability.
Doosan M1509
Robotic Arms
The Doosan M1509 is a premium collaborative robot in Doosan Robotics' Masterpiece M-SERIES lineup.
Doosan M1013
Robotic Arms
The Doosan M1013 is a collaborative robot in Doosan Robotics' premium M-Series lineup.
Doosan M0609
Robotic Arms
The Doosan M0609 is part of Doosan Robotics' Masterpiece M-SERIES of premium collaborative robots.
ABB GoFa
Robotic Arms
ABB GoFa is a collaborative robot featuring the Ultra Accuracy option for high path accuracy.
Universal Robots UR30
Robotic Arms
The Universal Robots UR30 is a collaborative robot with a 35 kg payload, 1300 mm reach and a compact Ø 245 mm footprint.
Universal Robots UR20
Robotic Arms
Universal Robots UR20 is a collaborative robot with a 25 kg payload and 1750 mm reach.
Universal Robots UR16e
Robotic Arms
The Universal Robots UR16e is a heavy-duty, compact collaborative robot arm with a 16 kg payload and 900 mm reach.
Universal Robots UR5e
Robotic Arms
Universal Robots' UR5e is a collaborative robot arm from the e-Series, offering a 5 kg payload and 850 mm reach.
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.
DEEP Robotics X20
Service & Companion Robots
DEEP Robotics X20 is an industrial-grade quadruped robot for industry applications.
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.
ANYmal D
Service & Companion Robots
ANYmal D is a quadruped robot from ANYbotics designed for autonomous inspection in industrial environments.
ANYmal X
Service & Companion Robots
ANYmal X is a quadruped robot from ANYbotics designed for autonomous inspection in industrial environments.
Unitree Z1
Robotic Arms
The Unitree Z1 is a compact, lightweight 6-axis robotic arm designed for mobile robot onboard use.
Unitree AlienGo
Service & Companion Robots
Unitree Aliengo is a multifunctional, industrial-level quadruped robot with 12 high-performance servo motors and a maximum walking speed over 1.5 m/s.
Unitree B1
Service & Companion Robots
Unitree B1 is an IP68 waterproof industrial-grade quadruped robot with a continuous walking load of 20kg and a maximum standing load of 80kg.
Unitree B2-W
Service & Companion Robots
Unitree B2-W is a wheeled-leg robot that combines wheeled and legged locomotion for extended range and all-terrain mobility.
Unitree B2
Service & Companion Robots
Unitree B2 is an industrial-grade quadruped robot with a top running speed of 6 m/s, over 40 kg sustained walking load, and over 5 hours of unloaded walking endurance.
Unitree A2-W
Service & Companion Robots
Unitree A2-W is an industrial-grade wheeled quadruped robot with dual batteries, dual LiDAR perception, and a 25 kg continuous walking payload.
Unitree A2
Service & Companion Robots
Unitree A2 is an industrial-grade quadruped robot weighing about 42kg with dual batteries, dual LiDARs, and up to 5 hours of walking endurance.
Unitree AS2-W
Service & Companion Robots
Unitree AS2-W is a compact wheeled quadruped robot with 95 N·m joint modules, 7-inch wheels, and a 648 Wh battery.
Unitree AS2
Service & Companion Robots
Unitree AS2 is a compact quadruped robot with industrial capability, offering up to 5 m/s speed, 65 kg standing payload, and over 4 hours of unloaded runtime.
FANUC CRX-3iA
Robotic Arms
FANUC's CRX-3iA is an ultra lightweight collaborative robot weighing 11 kg with a 3 kg payload and 692 mm reach.
MOTOMAN-HC35
Robotic Arms
Yaskawa launches the MOTOMAN-HC35 collaborative robot with a 35 kg payload capacity and 2030 mm reach.
XAG
Drones
Agricultural drones and farm robots
Elite Robots
Robotic Arms
Suzhou cobot maker with global certifications
AUBO Robotics
Robotic Arms
Cost-effective collaborative robots from China
JAKA Robotics
Robotic Arms
Chinese cobot leader strong in 3C manufacturing
Deep Robotics X30
Service & Companion Robots
Industrial quadruped for power inspection
Boston Dynamics Spot
Service & Companion Robots
Agile quadruped robot for industrial inspection
Keyence
Industrial Automation
Sensors, measuring instruments, and vision systems for automation
Cognex
Industrial Automation
Machine vision and industrial barcode reading solutions
FANUC
Industrial Automation
Automation solutions for manufacturing excellence.
Percepto
Drones
Autonomous drone-in-a-box solution for industrial site monitoring.
Flyability Elios
Drones
Collision-tolerant drone for indoor inspection in confined spaces.
Parrot
Drones
European drone maker for consumer and professional use.
Skydio
Drones
Autonomous drones with advanced obstacle avoidance for inspection and public safety.
DJI
Drones
Leading drone technology for aerial imaging and industrial applications.
Standard Bots
Robotic Arms
Collaborative robots for modern manufacturing
Skydio X10
Drones
Autonomous inspection drone, no pilot needed
Unitree Go2
Service & Companion Robots
Quadruped robot dog from $1,600
Universal Robots
Robotic Arms
The cobot pioneer for flexible production
ABB RobotStudio
Industrial Automation
Offline programming and simulation for ABB robots
Public purchase / signup
Autel EVO Max 4T
Drones
Enterprise drone with thermal imaging
KUKA.Sim
Industrial Automation
Simulation suite for KUKA robot cells
FANUC ROBOGUIDE
Industrial Automation
Robot simulation from the yellow giant
Also relevant · 116 tools
These products are useful in adjacent workflows, but the fit is less direct. Open them when your project spans more than one task.
Quantum Systems Trinity Pro
Drones
Quantum Systems Trinity Pro is a fixed-wing VTOL drone from Quantum-Systems GmbH, listed on the maker's official site.
Quantum Systems Vector AI
Drones
Quantum Systems Vector AI is listed on the maker's official site as part of its unmanned aerial systems lineup.
Parrot ANAFI USA
Drones
Parrot ANAFI USA is a professional drone from Parrot, a European drone maker based in France.
Parrot ANAFI Ai
Drones
Parrot ANAFI Ai is a professional drone from Parrot, a European leader in professional drones.
Skydio R10
Drones
Skydio R10 is a compact autonomous drone built for indoor and tight-quarter missions, with onboard lighting, communications and cloud integrations.
Autel EVO Max 4N
Drones
The Autel EVO Max 4N is a quadcopter drone from Autel Robotics, listed on the company's EVO Max series product page.
Autel Alpha
Drones
Autel Alpha is a product listed in the RobotHub robotics and automation directory.
DJI FlyCart 30
Drones
DJI FlyCart 30 is a delivery drone from DJI, listed under the company's cargo and delivery applications.
DJI Matrice 400
Drones
DJI Matrice 400 is a long-endurance flight platform with wire-level obstacle avoidance, listed by DJI under its commercial and industry solutions.
DJI Matrice 4T
Drones
DJI Matrice 4T is a DJI enterprise drone platform listed among DJI's commercial and industry solutions.
SwitchBot K20+ Pro
Service & Companion Robots
SwitchBot K20+ Pro is a multitasking household robot listed by SwitchBot under its household robot category.
Matic Robot
Service & Companion Robots
Matic is a robot vacuum and mop with voice and gesture control, smart vision, and on-device processing for privacy-first cleaning.
LG CLOi ServeBot
Service & Companion Robots
LG CLOi ServeBot is a serving robot from LG Electronics designed to carry and deliver items in commercial spaces.
Enabot EBO X
Service & Companion Robots
Enabot EBO X is a home robot from Enabot designed for family companionship, remote connection, and pet care.
Amazon Astro
Service & Companion Robots
Amazon Astro is a home robot from Amazon designed to move around the home and interact with people.
Enabot ROLA Mini
Service & Companion Robots
Enabot ROLA Mini is a home robot from Enabot designed for home companionship and pet care.
Eilik
Service & Companion Robots
Eilik is an emotional companion robot from EnergizeLab, designed to combine playful interaction with AI-powered desktop companionship.
Sony aibo
Service & Companion Robots
Sony aibo is a robotic puppy with lifelike expressions and movements designed to bring warmth and delight to everyday life.
Loona
Service & Companion Robots
KEYI Tech's official site presents Loona Petbot and Loona Deskmate as interactive AI companion robots for home, family, work, and everyday life.
ElliQ
Service & Companion Robots
ElliQ is a companion robot designed for seniors and older adults to support healthy aging at home.
Richtech Medbot
Service & Companion Robots
Richtech Robotics develops AI-driven service robots for hospitality, retail, and facility automation.
Richtech Matradee Plus
Service & Companion Robots
Richtech Matradee Plus is a service robot from Richtech Robotics, a U.S. automated solutions company with over 18 years of experience.
Richtech ADAM
Service & Companion Robots
ADAM is a Richtech Robotics service robot that serves cocktails and premium coffee at venues such as NVIDIA HQ and Walmart.
Diligent Robotics Moxi
Service & Companion Robots
Diligent Robotics builds Moxi, a robot that assists hospital staff with routine tasks such as fetching medications, labs, and supplies.
Bear Robotics Carti 100
Service & Companion Robots
Bear Robotics Carti 100 is an autonomous mobile robot from Bear Robotics, designed for hospitality and logistics tasks.
Bear Robotics Servi Plus
Service & Companion Robots
Bear Robotics Servi Plus is an autonomous mobile robot for hospitality and logistics tasks.
Bear Robotics Servi
Service & Companion Robots
Bear Robotics develops Servi, a service robot designed to assist with food delivery and table service in hospitality settings.
KEENON DinerBot T11
Service & Companion Robots
KEENON DinerBot T11 is a service robot from KEENON Robotics, a global provider of service robotics founded in 2010.
KEENON KleenBot C30
Service & Companion Robots
The KEENON KleenBot C30 is a cleaning robot from KEENON Robotics featuring powerful 19000Pa suction for industrial applications.
KEENON ButlerBot W3
Service & Companion Robots
The KEENON ButlerBot W3 is a service robot with four compartments designed for hotel delivery tasks.
KEENON DinerBot T8
Service & Companion Robots
The KEENON DinerBot T8 is a service robot from KEENON Robotics, a Shanghai-based provider of service robotics founded in 2010.
KEENON DinerBot T9 Pro
Service & Companion Robots
KEENON DinerBot T9 is a service robot for food delivery and dish collection in restaurants.
KEENON DinerBot T10
Service & Companion Robots
KEENON DinerBot T10 is a delivery and advertising service robot from KEENON Robotics, founded in 2010.
PUDU MT1
Service & Companion Robots
PUDU MT1 is a service robot from Pudu Robotics, a maker of AI-driven service robotics for industrial and commercial sectors.
PUDU SH1
Service & Companion Robots
PUDU SH1 is a service robot from Pudu Robotics, a maker of AI-driven service robotics for industrial and commercial sectors.
PUDU CC1
Service & Companion Robots
The PUDU CC1 is a 4-in-1 commercial cleaning robot that combines sweeping, scrubbing, vacuuming, and mopping in one machine.
PUDU FlashBot
Service & Companion Robots
PUDU FlashBot is a service robot from Pudu Robotics, a maker of AI-driven service robotics for industrial and commercial sectors.
PUDU SwiftBot
Service & Companion Robots
PUDU SwiftBot is a service robot from Pudu Robotics, a maker of AI-driven service robotics for industrial and commercial sectors.
PUDU HolaBot
Service & Companion Robots
Pudu Robotics develops AI-driven service robots for hospitality, retail, healthcare, and industrial sectors.
PUDU KettyBot
Service & Companion Robots
PUDU KettyBot is a delivery robot from Pudu Robotics designed for service and hospitality environments.
Elephant Robotics myArm C650
Robotic Arms
Elephant Robotics myArm C650 is a collaborative robot arm from Elephant Robotics.
DOBOT CR20A
Robotic Arms
The DOBOT CR20A is a collaborative robot with a 20 kg maximum payload and a 1,700 mm working radius.
UFACTORY 850
Robotic Arms
UFACTORY 850 is a cobot arm with 5 kg payload, 1 m/s speed and 850 mm reach, listed from US$8,999.00.
DOBOT Nova 5
Robotic Arms
The DOBOT Nova 5 collaborative robot has an 850 mm working radius and precision pressure control for massage applications.
UFACTORY Lite 6
Robotic Arms
UFACTORY Lite 6 is a lightweight collaborative robot arm from UFACTORY, a professional robot maker.
Flexiv Moonlight
Robotic Arms
Flexiv Moonlight is a 7-axis force-controlled adaptive robot from Flexiv, a deep-tech company building general-purpose adaptive robots.
Flexiv Rizon 4
Robotic Arms
Flexiv Rizon 4 is a 7-axis force-controlled adaptive robot from Flexiv, a deep-tech company developing general-purpose adaptive robots.
Kinova Link 6
Robotic Arms
Kinova Robotics develops human-centric robotic arms designed to work autonomously or alongside humans.
Kinova Gen3
Robotic Arms
Kinova Robotics develops ultra-lightweight professional robotic arms designed to work autonomously or alongside humans.
Franka Research 3
Robotic Arms
Franka Research 3 is a force-sensitive robot system from Franka Robotics, tailored for robotics and AI research.
KUKA LBR iiwa
Robotic Arms
KUKA is a leading global supplier of intelligent robots, equipment and systems technology for industrial automation.
KUKA LBR iisy
Robotic Arms
KUKA is a leading global supplier of intelligent robots, equipment and systems technology, and the LBR iisy is part of its robot portfolio.
Kawasaki duAro2
Robotic Arms
Kawasaki duAro2 is a dual-arm collaborative robot from Kawasaki Robotics, designed for flexible human-robot collaboration.
DENSO COBOTTA PRO
Robotic Arms
DENSO COBOTTA PRO is a collaborative robot from DENSO WAVE, listed on the official denso-wave.com site.
Techman TM25
Robotic Arms
Techman Robot TM25 is a collaborative robot model listed by Techman Robot, a Taiwan-based cobot maker.
Techman TM20
Robotic Arms
The Techman TM20 is a collaborative robot from Techman Robot, designed for industrial automation tasks.
Techman TM14
Robotic Arms
Techman TM14 is a collaborative robot arm from Techman Robot, designed for flexible automation tasks.
Techman TM12
Robotic Arms
Techman Robot's TM12 is a collaborative robot arm from the TM Robot lineup.
Techman TM5-900
Robotic Arms
The Techman TM5-900 is a collaborative robot arm from Techman Robot, a Taiwanese manufacturer of collaborative robots.
FANUC M-410iC
Robotic Arms
The FANUC M-410iC is an industrial robot from FANUC, a maker of factory automation products including robots, NCs, servos and robomachines.
FANUC R-2000iC
Robotic Arms
FANUC R-2000iC is an industrial robot series from FANUC, a manufacturer focused on factory automation.
FANUC M-710iC
Robotic Arms
FANUC M-710iC is an industrial robot series from FANUC, a manufacturer active in FA, robots and robomachines.
FANUC LR Mate 200iD
Robotic Arms
FANUC LR Mate 200iD is a compact industrial robot from FANUC, a maker of factory automation products.
FANUC CRX-25iA
Robotic Arms
The FANUC CRX-25iA is a collaborative robot from FANUC, a company active in FA, robots and robomachines.
FANUC CRX-20iA/L
Robotic Arms
FANUC CRX-20iA/L is a collaborative robot from FANUC, a manufacturer active in FA, robots and robomachines.
FANUC CRX-10iA/L
Robotic Arms
The FANUC CRX-10iA/L is a collaborative robot from FANUC, a manufacturer active in FA, robots and robomachines.
FANUC CRX-10iA
Robotic Arms
The FANUC CRX-10iA is a collaborative robot from FANUC, a company focused on factory automation since 1955.
FANUC CRX-5iA
Robotic Arms
The FANUC CRX-5iA is a collaborative robot from FANUC, a manufacturer active in FA, robots and robomachines.
ABB YuMi
Robotic Arms
ABB YuMi is a collaborative robot from ABB Robotics, designed for human-robot collaboration in flexible assembly and handling tasks.
ABB SWIFTI
Robotic Arms
ABB SWIFTI is a collaborative robot from ABB Robotics, part of ABB's integrated robotics portfolio.
Universal Robots UR15
Robotic Arms
Universal Robots UR15 is a collaborative robot with a 17.5 kg payload, 1300 mm reach, and a compact 204 mm footprint.
Universal Robots UR10e
Robotic Arms
Universal Robots offers collaborative robots with payloads up to 35 kg and reach up to 1750 mm for industrial automation.
Universal Robots UR3e
Robotic Arms
The Universal Robots UR3e is an ultra-lightweight collaborative robot with a 3 kg payload and 500 mm reach.
Xiaomi CyberDog 2
Service & Companion Robots
Xiaomi CyberDog 2 is a quadruped robot from Xiaomi, presented as part of the company's broader technology ecosystem.
Ghost Robotics Vision 60
Service & Companion Robots
Ghost Robotics' Vision 60 is a quadrupedal unmanned ground vehicle (Q-UGV) designed for defense and commercial missions.
AGIBOT C5
Service & Companion Robots
AGIBOT C5 is a robot product listed on AGIBOT's official product page.
AGIBOT G1
Service & Companion Robots
AGIBOT G1 is a humanoid robot product page from AGIBOT, listed on the company's official website.
AGIBOT G2
Service & Companion Robots
AGIBOT G2 is a product page listed by AGIBOT on its official website.
Unitree D1-T
Service & Companion Robots
The Unitree D1-T is a dual-arm system made of two D1 robotic arms, with a hand-held claw at the end of one arm serving as the data acquisition end.
Unitree Go2-W
Service & Companion Robots
The Unitree Go2-W is an all-terrain quadruped robot equipped with in-wheel motors and 7-inch pneumatic tires.
Tuya Doova
Service & Companion Robots
Tuya Smart unveiled Doova, an AI home companion robot for seniors living alone, at IFA 2026 in Berlin.
Reachy Mini
Service & Companion Robots
Reachy Mini is an open-source, expressive robot from Pollen Robotics, made for hackers and AI builders.
HD Hyundai HDC Series
Robotic Arms
HD Hyundai Robotics' HDC Series is a high-payload hybrid collaborative robot line with 25 kg, 35 kg, and 50 kg payload models.
ABB PoWa
Robotic Arms
ABB Robotics' PoWa cobot family offers industrial-grade collaborative performance with payloads from 7 kg to 30 kg and a top speed of up to 5.8 m/s.
HOVERAir Aqua
Drones
HOVERAir AQUA is an IP67 waterproof follow-camera drone built to take off, land and track action on the water.
Sunday Memo
Service & Companion Robots
Sunday Robotics is developing Memo, a helpful home robot designed to handle repetitive household chores autonomously.
EHang
Drones
Certified passenger eVTOL pioneer
Comau
Industrial Automation
Advanced automation and robotics solutions
Epson Robots
Industrial Automation
Precision industrial robots for automation
Beckhoff
Industrial Automation
PC-based control technology for open automation systems
Schneider Electric
Industrial Automation
Energy management and industrial automation for sustainability
Omron
Industrial Automation
Advanced industrial automation and healthcare solutions
Mitsubishi Electric
Industrial Automation
Advanced automation for a better tomorrow.
Yaskawa Motoman
Industrial Automation
Robotic solutions for diverse industrial applications.
ABB Robotics
Industrial Automation
Robotic automation for a smarter, safer future.
Rockwell Automation
Industrial Automation
Industrial automation and digital transformation solutions.
Siemens
Industrial Automation
Industrial automation and digitalization solutions.
SoftBank Robotics
Service & Companion Robots
Humanoid and service robots for business and home.
Nuro
Service & Companion Robots
Autonomous vehicles for local goods delivery.
Starship Technologies
Service & Companion Robots
Autonomous delivery robots for last-mile logistics.
Miko
Service & Companion Robots
AI companion robot for kids, blending education and entertainment.
LivingAI EMO
Service & Companion Robots
Desktop AI robot pet with emotional intelligence and interactive features.
OrionStar
Service & Companion Robots
Service robots for hospitality, retail, and healthcare.
Wing
Drones
Drone delivery service for fast, sustainable package delivery.
Flexiv
Robotic Arms
Adaptive robotic arms for flexible manufacturing.
Mujin
Robotic Arms
Intelligent robotic arm control for complex industrial automation.
Kinova
Robotic Arms
Lightweight robotic arms for diverse applications
Franka Robotics
Robotic Arms
Research cobot with 7-axis torque sensing
Siemens TIA Portal
Industrial Automation
Engineering framework for factory automation
temi
Service & Companion Robots
Telepresence robot for offices and healthcare
Keenon DinerBot
Service & Companion Robots
High-traffic restaurant service robot
LOVOT
Service & Companion Robots
Companion robot designed to be loved
Pudu BellaBot
Service & Companion Robots
Restaurant delivery robot with cat-face charm
UFACTORY xArm
Robotic Arms
Cost-effective cobot with open SDK
Elephant myCobot
Robotic Arms
Desktop cobot for education and makers
Dobot MG400
Robotic Arms
Compact desktop arm for light automation