Industrial Robot Controllers and Software — Family Index

The hardware controllers, teach pendants, programming languages, and offline simulation tools that drive every major industrial robot arm in production. Each vendor’s stack is a closed vertical (controller + language + sim + service ecosystem); cross-vendor interoperability comes from ROS 2, OPC UA, and shared field buses, not native protocols.

1. Vendor stacks at a glance

Vendor	Current-gen controller	Prior-gen controller	Teach pendant OS	Native language	Offline sim	License model
Fanuc	R-30iB Plus, R-30iB Compact Plus	R-30iA, R-30iB	iPendant Touch	KAREL + TPP (TP)	Roboguide	Per-controller license
ABB	OmniCore C30/C90XT, IRC5 (legacy)	IRC5 Compact, IRC5P (paint)	FlexPendant + RobotWare	RAPID	RobotStudio	Per-seat + RobotWare options
KUKA	KR C5, KR C5 micro	KR C4, KR C2	smartPAD-2	KRL (KUKA Robot Language)	KUKA.Sim Pro	Per-controller + WorkVisual seat
Yaskawa Motoman	YRC1000, YRC1000micro	DX200, DX100, NX100	Smart Pendant	INFORM-III	MotoSim EG-VRC	Per-seat
Universal Robots	CB-series + e-Series PolyScope 5	CB-series PolyScope 3	Built-in tablet	URScript + PolyScope GUI	URSim (free)	Free runtime; URCap marketplace
Comau	C5G, C5GPlus	C4G, C3G	TP5	PDL2 + RoboShop	RoboSim	Per-seat
Stäubli	CS9	CS8C, CS8	SP1 + SP2 pendant	VAL3	Stäubli Robotics Suite (SRS)	Per-seat
Kawasaki	F-series Cube K3, E-series, R-series	D-series, C-series	KCONG / E-Pendant	AS Language	K-ROSET	Per-seat
Epson (Seiko)	RC700A, RC700E	RC620+	TP3 pendant	SPEL+ (BASIC-like)	Epson RC+ Simulator	Bundled
Mitsubishi	MELFA F-series, FR-series CR800	CR750, CR3D	R56TB / R57TB	MELFA-BASIC VI	RT ToolBox3	Per-seat
Denso	RC8A, RC9 (new)	RC7M	Mini Pendant + WINCAPS	PacScript	WINCAPS III	Per-seat + ORiN SDK
Omron (Adept)	eCobra, Hornet, Quattro under SmartController EX	SmartController CX	T20 pendant	eV+ (V+)	ACE Sim	Per-seat
Doosan	DRC + DRC Mate	DRC (legacy)	Teach Pendant tablet	DRL (Doosan Robot Language)	DART-Platform	Free runtime; ecosystem
Techman	TM AI Cobot Controller	TM Robot Controller	Built-in vision tablet	TMflow (flowchart)	TMflow Simulator	Free runtime
Hyundai Robotics	Hi6	Hi5	Hi6 pendant	Hi-Programming	Hi-Verse	Per-seat
Kassow	KR Cube + Cobot OS	n/a	Tablet	Kassow Studio (Python-based)	Kassow Sim	Free runtime
Franka Emika	Franka Control Unit (FCU) + Franka 3	Panda original	Tablet + Desk	Franka Desk + libfranka C++	Franka Sim (Gazebo/MuJoCo)	Free; research-oriented

2. Fanuc — R-30iB Plus stack

Fanuc dominates Japan + US automotive volume. Yellow paint, proprietary everything, very high uptime.

Layer	Product	Notes
Controller HW	R-30iB Plus	2 GB RAM, 256 MB CompactFlash, dual-channel servo amp
Controller HW (compact)	R-30iB Compact Plus	Same SW stack, ~40% smaller footprint
Teach pendant	iPendant Touch	10.4” capacitive, KAREL + TPP editor, vision-aware
Primary language	TPP (TP)	Tab-and-comma teach-pendant language, default for operators
Secondary language	KAREL	Pascal-like, used for advanced background tasks
Vision	iRVision 2D + 3D	Native vision with 2D-MV, 3D Area Sensor, 3DV
Force	iRForce	F/T sensor integration (Fanuc-branded F/T)
Simulation	Roboguide	Cell layout, cycle-time, KAREL/TPP debug, vision sim
PC software	Roboguide + Cell Setup + WeldPRO + PaintPRO + PalletPRO + HandlingPRO	Application-specific Roboguide packages
Comms	DeviceNet, EtherNet/IP, PROFINET, EtherCAT, Modbus TCP, CC-Link, OPC UA	All optional except EtherNet/IP base
Cloud / IIoT	FANUC FIELD System (Factory Information Edge Device)	Edge gateway + analytics platform
Safety	Dual Check Safety (DCS)	Software-defined safety zones, PLd Cat 3

3. ABB — OmniCore + RobotStudio stack

ABB IRC5 dominated for two decades; OmniCore is the 2020+ replacement designed around digital-twin and motion-bus integration.

Layer	Product	Notes
Controller HW (legacy)	IRC5, IRC5 Compact, IRC5P (paint), IRC5 Panel Mounted	RobotWare 6.x
Controller HW (current)	OmniCore C30 (small), C90XT (large), E10 (Edge)	RobotWare 7.x, Linux real-time
Teach pendant	FlexPendant (IRC5) or FlexPendant for OmniCore	Larger tablet on OmniCore
Primary language	RAPID	Pascal-like with strong type system
Simulation	RobotStudio	Full cell sim + RAPID debug; CAD import; cycle-time
Add-on (welding)	RobotWare Arc + PowerPac Arc	Process-aware path generation
Add-on (machining)	PowerPac Machining + Machining Suite	CAM postprocessor for ABB arms
Add-on (paint)	RobotWare Dispense + PowerPac Painting	Atomizer + booth coordination
Add-on (cutting)	PowerPac Cutting	Plasma / laser / waterjet
Add-on (palletizing)	RobotWare PickMaster + PowerPac Palletizing	Wizard-driven
Vision	ABB Integrated Vision (Cognex In-Sight inside)	Native FlexPendant integration
Force	RobotWare Machining FC / Assembly FC	Force control packages
Comms	EtherNet/IP, PROFINET, EtherCAT, DeviceNet, CC-Link, POWERLINK, Modbus TCP, OPC UA	All optional, license-gated
Cloud / IIoT	ABB Ability Connected Services	Remote monitoring + analytics
Safety	SafeMove 2	TÜV-certified safety zones

4. KUKA — KR C5 + KUKA.WorkVisual stack

KUKA orange. Strong in EU automotive + aerospace. KR C5 launched 2020; KR C4 still installed at scale.

Layer	Product	Notes
Controller HW (current)	KR C5, KR C5 micro	Linux-based, EtherCAT internal bus
Controller HW (cobot)	KR C5 micro + Sunrise.OS (LBR iiwa)	Java-based programming for cobot line
Controller HW (legacy)	KR C4, KR C4 compact, KR C2	VxWorks RTOS
Teach pendant	smartPAD-2	Glass touch, integrated dead-man + e-stop
Primary language	KRL	KUKA Robot Language, ALGOL-derived
Cobot language	Sunrise.OS Java + KUKA Sunrise.Workbench	Eclipse-based IDE
Engineering platform	KUKA.WorkVisual	Project configuration + I/O mapping + safety
Simulation	KUKA.Sim Pro / KUKA.Sim Layout	Cell sim + cycle-time
Add-on (PLC integration)	KUKA.PLC mxAutomation	Robot-as-axis from Siemens/Allen-Bradley PLC
Add-on (welding)	KUKA.ArcTech + KUKA.SpotTech	Process-specific
Add-on (sealing/dispensing)	KUKA.GlueTech + KUKA.SealTech	Bead control
Add-on (body-in-white)	KUKA.RoboTeam + KUKA Car-Body	Multi-robot coordination for auto BIW
Vision	KUKA.VisionTech (Roboception / Pickit / Cognex partner)	Open partner ecosystem
Force	KUKA.ForceTorqueControl	F/T integration (with iiwa native, with KR C5 via add-on)
Comms	PROFINET, EtherCAT, EtherNet/IP, Modbus TCP, CC-Link IE, OPC UA	License-gated
Cloud / IIoT	KUKA Connect / iiQoT	Edge + analytics
Safety	KUKA.SafeOperation, KUKA.SafeRangeMonitoring	TÜV PLd

5. Yaskawa Motoman — YRC1000 + MotoSim stack

Yaskawa MOTOMAN: dominant in welding and Asia automotive. YRC1000 launched 2017; DX200 still common in fielded installs.

Layer	Product	Notes
Controller HW (current)	YRC1000, YRC1000micro	Linux real-time, faster cycle and quieter than DX200
Controller HW (legacy)	DX200, DX100, NX100	VxWorks
Teach pendant	Smart Pendant	10” touchscreen on YRC1000
Primary language	INFORM-III	Block-style structured language
Engineering platform	MotoPlus SDK	C-language SDK for controller customization
Robot programming API	Universal Robotics Application (URAP)	Object-oriented application framework
Simulation	MotoSim EG-VRC	Cell sim + cycle-time + INFORM-III debug
Add-on (arc welding)	MotoSweep + Touch Sensing	Seam tracking
Add-on (spot welding)	Universal Weldcom Interface (UWI)	Weld controller integration
Add-on (paint)	MotoFit + MotoCalv EG	Process
Add-on (palletizing)	MotoPick + MotoSight	Vision-aware pick
Vision	MotoSight 2D + 3D	Cognex In-Sight or Yaskawa-native 3D
Force	F/T sensor + URAP Compliance package
Comms	EtherNet/IP, PROFINET, EtherCAT, DeviceNet, MECHATROLINK-III/IV (servo bus), CC-Link	MECHATROLINK is the Yaskawa servo bus
Cloud / IIoT	Yaskawa Cockpit	Monitoring
Safety	Functional Safety Unit (FSU)	PLd Cat 3

6. Universal Robots — PolyScope + URCap stack

Cobot category creator. Polyscope is the integrated GUI + IDE on the pendant; URCap is the plugin model.

Layer	Product	Notes
Controller HW (current)	UR e-Series controller box (CB-5 architecture) + UR20/UR30 controller	x86 with Linux PREEMPT_RT
Controller HW (legacy)	CB-3.1	Older e-Series predecessor
Teach pendant	Integrated 12” tablet pendant	Touchscreen + dead-man + e-stop
Primary language	URScript	Python-flavored proprietary scripting
Programming UI	PolyScope 5	Block-flowchart + parameter forms
Plugin SDK	URCap	Java + URScript bundle (.urcap file), 3rd-party tools
Marketplace	UR+	Certified URCap and EOAT catalog
Simulation	URSim (free Linux VM)	Headless or with PolyScope GUI
ROS 2 driver	Universal_Robots_ROS2_Driver	Maintained by UR + Fraunhofer IPA
Comms	EtherNet/IP, PROFINET, Modbus TCP, RTDE (Real-Time Data Exchange)	RTDE is the UR low-latency streaming protocol
Safety	Integrated dual-channel safety controller	Built-in, no extra license, PLd Cat 3

7. Comau — C5G + RoboShop

Italian, automotive-focused, smaller global share but strong in stamping + BIW.

Layer	Product	Notes
Controller HW	C5G, C5G Plus	Embedded Windows + RTOS
Teach pendant	TP5	8” touch
Primary language	PDL2	Pascal-derived
Programming platform	RoboShop Next Gen	Cell layout + program editing
Networking	ROBNET (Comau native) + EtherCAT
Simulation	RoboSim Pro	Cell sim
Comms	EtherNet/IP, PROFINET, EtherCAT, DeviceNet, CC-Link

8. Stäubli — CS9 + SRS

Swiss precision, used in pharma, semiconductor, machine-tool tending; very high accuracy.

Layer	Product	Notes
Controller HW	CS9, CS9 Spectrum (paint), CS9-XL (large)	Linux RT
Teach pendant	SP1 / SP2	SP2 is glass tablet, SP1 is button-style
Primary language	VAL3	C-like, multi-threaded
Engineering platform	Stäubli Robotics Suite (SRS V2)	VAL3 IDE + cell sim + commissioning
PLC integration	uniVAL plc	Robot-as-axis from Siemens/Beckhoff
Simulation	SRS Studio	Same package as engineering platform
Comms	PROFINET, EtherNet/IP, EtherCAT, Modbus TCP, POWERLINK
Safety	Werner Safety Controller (CS9 integrated)	PLd Cat 3

9. Kawasaki — F-series Cube K3 + K-ROSET

Strong in spot weld + ISRI + electronics.

Layer	Product	Notes
Controller HW (current)	F-series, F60 (large) Cube K3	Linux RT
Controller HW (legacy)	E controller	Older line still in use
Teach pendant	KCONG / E-pendant	KCONG is the modern touchscreen variant
Primary language	AS Language	Pascal-like
Simulation	K-ROSET	Cell sim + cycle-time
Add-on (welding)	K-LOGIC weld package
Comms	EtherNet/IP, PROFINET, EtherCAT, CC-Link, DeviceNet

10. Epson + Mitsubishi + Denso — Japanese mid-tier stacks

Heavy in electronics assembly, SCARA, small-arm pick-and-place.

Vendor	Controller	Language	Sim / IDE	Key strength
Epson	RC700A, RC700E	SPEL+ (BASIC-style)	Epson RC+ (full sim)	SCARA + 6-axis G-series + RVI vision
Mitsubishi	CR800 (D / F / Q variants)	MELFA-BASIC VI	RT ToolBox3	iQ-R PLC integration native
Denso	RC8A, RC9	PacScript (Pascal-like)	WINCAPS III + ORiN2 SDK + REM	Strong open-source SDK story
Omron (Adept)	SmartController EX	eV+ (V+)	Adept ACE	Vision-led parallel + delta robots (Hornet, Quattro)

11. Cobot ecosystem stacks (post-UR)

The cobot category exploded 2018-2025. Each major vendor has a copycat PolyScope-style pendant UI plus an app store.

Vendor	Controller	Programming UI	App store / SDK	Free sim
Doosan	DRC + DRC Mate	DART-Studio (drag-drop + script)	Doosan Mate + DART-Platform	Yes
Techman	TM AI Cobot Controller	TMflow (flowchart)	TM Plug&Play + TM Pluginer SDK	TMflow Simulator
Kassow	KR Cube	Kassow Studio	Kassow Apps	Kassow Sim
Aubo	AUBO i-controller	AuboPe	Aubo SDK	Aubo Sim
Hanwha	HCR controller	Smart Stand	Hanwha SDK	Limited
Elite Robots	EC-series	ELITEFlow	Elite SDK	Yes
Han’s Robot	Elfin controller	Han’s Flow	Han’s SDK	Yes
Franka Emika	FCU + Franka 3	Franka Desk (Apps drag-drop)	libfranka C++ + franka_ros2	Gazebo + MuJoCo via FrankaSim
Neura Robotics	Neura controller	NeuraStudio (cognitive layer)	NeuraSkills + NeuraOS	Yes
ABB GoFa + SWIFTI	OmniCore	RobotStudio + Wizard Easy Programming	RobotApps store	RobotStudio free
Fanuc CRX	R-30iB Compact Plus + CRX teach tablet	Tablet drag-drop + TPP	Standard Fanuc	Roboguide
Yaskawa HC10/HC20	YRC1000 + Smart Pendant Enhanced	INFORM-III + drag-drop	Standard Yaskawa	MotoSim
KUKA iiwa + iisy	KR C5 micro + Sunrise.OS	Sunrise.Workbench (Java)	KUKA Sunrise SDK	KUKA.Sim

12. ROS 2 ecosystem — vendor-neutral

ROS 2 (Humble, Iron, Jazzy, Kilted, Rolling) is the de-facto open robotics middleware. Used in research universally, deployed in agriculture / mobile / cobot increasingly.

Component	Purpose	Maintainer
ROS 2 core (Humble LTS, Jazzy LTS)	Pub/sub middleware + node lifecycle	Open Robotics + REP
ros2_control	Real-time hardware-interface abstraction	Open Robotics + Bosch + PickNik
hardware_interface	C++ traits for joint position/velocity/effort + sensor abstractions	ros2_control project
MoveIt 2	Motion planning + IK + collision checking	PickNik Robotics
MoveIt Pro	Commercial MoveIt with mission templates	PickNik
Nav2	Mobile-base navigation stack	Open Navigation + Samsung Research
ros2_canopen	CANopen driver layer	Fraunhofer IPA
ethercat_master	EtherCAT integration	various forks (IgH-derived)
ur_robot_driver	UR e-Series + CB driver	UR + Fraunhofer IPA
abb_ros2	RWS + EGM integration	ABB + ROS-Industrial
fanuc_ros2	Stream Motion / TP integration	ROS-Industrial
kuka_ros2 (kuka_drivers)	EKI + FRI integration	ROS-Industrial + KUKA
motoman_ros2	MotoROS2 streaming interface	ROS-Industrial + Yaskawa
franka_ros2	libfranka wrapper	Franka Emika + community
Open-RMF	Fleet manager for multiple robots	Open Robotics + Singapore IHL
rmf_traffic	Multi-robot traffic schedule	Open-RMF
ros2_multi_arm + multimaster_fkie	Multi-arm + cross-domain bridges	Fraunhofer FKIE

13. Open-source + educational stacks

Tool	Maintainer	Use case
Niryo Studio	Niryo (Ned 2, NED 3 Pro)	Education + small lab arms
Trossen Robotics SDK	Trossen	Interbotix arms (ViperX, WidowX) + ROS 2
Dynamixel Wizard 2	ROBOTIS	Smart-servo configuration (Dynamixel motors)
OpenManipulator-X SDK	ROBOTIS	4-DoF education arm + Gazebo
OP3 SDK	ROBOTIS	OP3 humanoid platform
OpenCR / OpenCM	ROBOTIS	Controller boards for Dynamixel-driven arms
ARC Robotics SDK	ARCS-Lab	Academic research arms
Reachy SDK	Pollen Robotics	Reachy 2 humanoid (open-source)
Hello Robot SDK	Hello Robot	Stretch 3 + ROS 2 driver

14. Offline programming + simulation

A separate category from vendor-bundled sim: third-party CAM-style packages that postprocess to multiple robot brands.

Product	Maintainer	Capability	License model
RoboDK	RoboDK Inc.	Multi-brand OLP, postprocessors for 50+ robots, Python API, 3D-print toolpaths, CAM, welding	Per-seat ($3k-$10k)
Visual Components	Visual Components (KUKA-owned)	Discrete-event simulation + robot OLP	Per-seat ($20k+)
Process Simulate	Siemens (Tecnomatix)	BIW + assembly digital twin, virtual commissioning	Per-seat ($30k+)
Delmia	Dassault Systèmes (3DEXPERIENCE)	Aerospace + automotive PLM-integrated robotics sim	Per-seat ($30k+)
Virtual Robotics Toolkit (VRT)	CogMation	Education + simulation	Per-seat
Rocos	Rocos.io	Fleet ops + sim platform	SaaS
Octopuz	Octopuz Inc.	OLP for welding + machining	Per-seat
Workspace 5	Workspace LT	Older OLP package	Per-seat
AutoCAD Mechanical / Inventor	Autodesk	CAD upstream for OLP postprocessing	Per-seat

15. Physics + research simulators

Simulator	Maintainer	Physics	Renderer	License	Notable use
Drake	TRI + MIT	Hydroelastic contact, MultibodyPlant	OpenGL	BSD-3	Research, manipulation
MuJoCo	DeepMind (Google)	Soft constraints + frictional contact	Custom GL	Apache 2.0 (since 2022)	RL research
Isaac Sim	NVIDIA	PhysX 5 + RTX rendering	OmniRTX	Free (commercial allowed)	RL + photoreal vision
Isaac Lab	NVIDIA	PhysX 5 + GPU-parallel envs	OmniRTX	Apache 2.0 (open)	Large-batch RL
Gazebo Sim (formerly Ignition Gazebo)	Open Robotics	DART, Bullet, ODE plugin	Ogre 2	Apache 2.0	ROS 2 default
Webots	Cyberbotics	ODE	Custom OpenGL	Apache 2.0	Education + research
CoppeliaSim (V-REP)	Coppelia Robotics	Bullet, ODE, Vortex, Newton	Custom	Commercial + EDU free	Research
PyBullet	Erwin Coumans	Bullet 3	Custom	zlib	RL research
Genesis	CMU + community	Differentiable physics	Custom	Apache 2.0 (2025)	Differentiable robotics
SAPIEN	UC San Diego	PhysX	Custom	MIT	Embodied AI
Habitat 3.0	Meta AI	Bullet	Magnum	MIT	Embodied AI + social nav
AirSim	Microsoft (archived 2024)	PhysX	UE4	MIT	Drones, autonomous driving
CARLA	CARLA team	PhysX	UE4	MIT	Autonomous driving
LGSVL Simulator (archived)	LG	Unity PhysX	Unity	Apache 2.0	AD research
RaiSim	RaiSim Tech	C++ rigid body	OpenGL	Commercial + academic free	Legged RL
Brax	Google	JAX-native rigid body	None	Apache 2.0	RL at scale
Hardware-in-the-Loop sim	Speedgoat, dSPACE, Opal-RT	Real-time FPGA	None	Commercial	Industrial commissioning

16. Field-bus and motion-bus matrix per controller

Which buses each major controller speaks natively (in or out of the box) — knowing this is essential when integrating with PLCs or fleet managers.

Bus	Fanuc R-30iB	ABB OmniCore	KUKA KR C5	Yaskawa YRC1000	UR e-Series	Stäubli CS9	Comau C5G
EtherNet/IP	Yes	Yes	Yes (opt.)	Yes	Yes	Yes (opt.)	Yes (opt.)
PROFINET	Yes (opt.)	Yes	Yes	Yes (opt.)	Yes (opt.)	Yes	Yes
EtherCAT	Yes (opt.)	Yes (opt.)	Internal motion bus + opt. external	Yes (opt.)	Yes (opt.)	Yes	Yes (opt.)
DeviceNet	Yes	Yes (legacy)	Yes (opt.)	Yes	No	No	Yes
CC-Link / CC-Link IE TSN	Yes (opt.)	Yes (opt.)	Yes (opt.)	Yes	No	No	Yes (opt.)
Modbus TCP	Yes	Yes	Yes (opt.)	Yes (opt.)	Yes	Yes	Yes
MECHATROLINK-III/IV	No	No	No	Yes (internal servo)	No	No	No
OPC UA	Yes	Yes	Yes	Yes	Yes (via URCap)	Yes	Yes (opt.)
POWERLINK	No	Yes	No	No	No	Yes	No
EGM (ABB) / Stream Motion (Fanuc) / FRI (KUKA) / RTDE (UR) / MotoROS2 (Yaskawa) / uniVAL plc (Stäubli)	Native low-latency interfaces

17. Vision integrations per stack

Stack	Native vision	Common 3rd-party partners
Fanuc	iRVision 2D, 2D-MV, 3D Area Sensor	Cognex, Keyence, SICK
ABB	ABB Integrated Vision (Cognex inside)	Pickit, Roboception, Photoneo
KUKA	None native; partner-based	Roboception, Pickit, Cognex, Photoneo
Yaskawa	MotoSight 2D + 3D	Cognex, Keyence, SICK, Pickit
UR	None native; URCap ecosystem	Robotiq, Pickit, Photoneo, Roboception, Zivid, Cognex
Stäubli	None native	Pickit, Cognex
Doosan	None native; Mate ecosystem	Pickit, Roboception, Mech-Mind
Techman	Built-in 2D vision (top-mount camera)	Various 3rd-party
Franka Emika	None native	Roboception, Intel RealSense, Zivid
ROS 2	image_pipeline, depthimage_to_laserscan, MoveIt Servo	Any USB / GigE Vision camera

18. License and pricing tiers

Tier	Vendor + product	Annual cost (rough, single-seat)	Notes
Free	URSim, ROS 2, MoveIt 2, Gazebo Sim, MuJoCo, PyBullet, Drake, Isaac Sim (research)	$0	Open or freely-licensed
Cobot maker free	Doosan DART-Studio, Techman TMflow, Kassow Studio, Franka Desk	$0	Bundled with hardware
Vendor sim (per-seat)	Roboguide, RobotStudio, KUKA.Sim, MotoSim EG-VRC, K-ROSET	$3k-$10k	Often discounted with hardware order
3rd-party OLP	RoboDK	$3k-$10k	Multi-brand
Premium digital-twin	Visual Components, Process Simulate, Delmia	$20k-$80k	OEM + automotive primes
Sim + cloud (commercial)	Isaac Sim Enterprise, MoveIt Pro, Rocos	$10k-$50k	Subscription
Vendor cloud / IIoT	FANUC FIELD, ABB Ability, KUKA Connect, Yaskawa Cockpit	Custom	Often per-robot per-month

19. Choosing a stack — decision heuristics

Need	Pick
Auto BIW / spot weld production	Fanuc R-30iB or ABB OmniCore (volume), KUKA KR C5 (EU plants)
Auto paint booth	ABB IRC5P or Fanuc Paint Mate or Sames-coupled Yaskawa
Arc welding (auto + general)	Yaskawa YRC1000 + MotoSweep, or Fanuc + ArcTool
Pharma + clean assembly	Stäubli CS9 + VAL3
Electronics SCARA assembly	Epson RC700A or Mitsubishi MELFA F-series
Cobot rapid deployment (no PLC)	UR e-Series + URCap ecosystem
Cobot under PLC supervision	KUKA iiwa + Sunrise.OS + mxAutomation, or ABB GoFa + uniVAL-style
Research / academic	Franka Emika 3 + ROS 2, or UR + MoveIt 2
Multi-brand fleet	ROS 2 with vendor drivers + Open-RMF
Mobile manipulator	ROS 2 + Nav2 + MoveIt 2
Autonomous mobile robot fleet	OEM AMR (MiR / OTTO / Locus) + their proprietary fleet manager
Photoreal RL training	Isaac Lab
Hydroelastic / soft contact research	Drake
Differentiable robotics research	Genesis or Brax
OLP for mixed-brand cell	RoboDK
Automotive digital twin	Process Simulate (Siemens) or Delmia (Dassault)

Adjacent

• manipulator-topologies
• motor-drive-electronics
• control-algorithms
• ros2-architecture
• safety-standards
• comm-buses
• robot-calibration
• mechatronics-integration