Production Line Automation
Cobots, arms and simulation software for manufacturing.
Questions to answer before choosing
Use these three questions to define the job before comparing products.
- What cycle time, payload and repeatability does the process require?
- How much line downtime is acceptable for installation and changeover?
- Which safety, PLC and factory-system integrations are mandatory?
When not to automate yet
Consider whether improving the current workflow would meet your needs first.
- Stable cycle time, payload and repeatability requirements
- A line that can absorb the install and changeover downtime
- A named owner for safety, PLC and factory-system integration
- Cycle time including loading, inspection and fault recovery
- Downtime budget and acceptance criteria in writing
- Who owns the safety circuit and the physical site changes
- A fix for an unstable upstream process
- A sound choice made before cycle time is pinned down
- Integration that skips the safety assessment
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
ABB RobotStudio
Industrial Automation
Offline programming and simulation suite for ABB robot cells
MiR
Warehouse & Logistics
Autonomous Mobile Robots for flexible and safe material handling.
Contact the vendor for pricing
Yaskawa Motoman
Industrial Automation
Robotic solutions for diverse industrial applications.
Contact the vendor for pricing
Siemens TIA Portal
Industrial Automation
Engineering framework for factory automation
Gemini 4 Argon for Robotics
Robot Development
Gemini 4 Argon is a general-purpose physical reasoning model for robotics, scoring 87% on the ERQA benchmark using pure reasoning.
Available to Google AI Ultra subscribers and with the paid tier of the Gemini API
Siemens
Industrial Automation
Industrial automation portfolio spanning controllers, HMI, drives and engineering software
Not specified
Universal Robots
Robotic Arms
Collaborative robot arms, controllers and integration ecosystem
Contact the vendor for pricing
Schneider Electric
Industrial Automation
Energy management and industrial automation for sustainability
Contact the vendor for pricing
Booster T1
Humanoid Robots
RoboCup-proven humanoid for developers
Neuron AI
Robot Development
Neuron is a PHP framework for building agentic applications, handling provider orchestration, memory management, UI integration and debugging.
Rockwell Automation
Industrial Automation
Industrial automation and digital transformation solutions.
Contact the vendor for pricing
Comau
Industrial Automation
Advanced automation and robotics solutions
TP7 Core Teach Pendant
Robotic Arms
Universal Robots TP7 Core is an 11.6-inch Full HD touchscreen teach pendant with dual 3PE grips and a virtual joystick in PolyScope X.
Contact the vendor for pricing