Education & Research
Learn robotics, prototype ideas and run repeatable experiments with accessible platforms.
Questions to answer before choosing
Use these three questions to define the job before comparing products.
- Which age group, curriculum or research question must the platform support?
- Are source code, simulation, ROS and low-level control interfaces available?
- Can the institution afford maintenance, spares and multiple student users?
When not to automate yet
Consider whether improving the current workflow would meet your needs first.
- A stated teaching goal or research question
- Source code, simulation and low-level interfaces that are actually open
- A budget that covers consumables, spares and student wear
- Durability and spare-part lead time at class-scale use
- Whether documentation and course material are sufficient
- Access to the low-level control the research question needs
- A replacement for course design and teacher time
- Maintenance-free operation under heavy shared use
- Industrial-grade reliability at teaching prices
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 · 169 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.
FANUC CRX-25iA
Robotic Arms
The FANUC CRX-25iA is a collaborative robot from FANUC, a company active in FA, robots and robomachines.
DENSO COBOTTA PRO
Robotic Arms
DENSO COBOTTA PRO is a collaborative robot from DENSO WAVE, listed on the official denso-wave.com site.
ABB SWIFTI
Robotic Arms
ABB SWIFTI is a collaborative robot from ABB Robotics, part of ABB's integrated robotics portfolio.
FANUC R-2000iC
Robotic Arms
FANUC R-2000iC is an industrial robot series from FANUC, a manufacturer focused on factory automation.
Techman TM25
Robotic Arms
Techman Robot TM25 is a collaborative robot model listed by Techman Robot, a Taiwan-based cobot maker.
Apptronik Apollo 1
Humanoid Robots
First-generation Apollo humanoid platform, introduced in 2023
Not specified
Mujin
Robotic Arms
Intelligent robotic arm control for complex industrial automation.
Contact the vendor for pricing
AGIBOT A2 Series
Humanoid Robots
A2 humanoid family: Lite and Ultra configurations
Not specified · Contact the vendor for pricing
Intrinsic Flowstate
Robot Development
Intrinsic is an Alphabet software and AI robotics company building a platform for the next generation of intelligent automation.
Contact the vendor for pricing
Formant
Robot Development
Robot fleet operations, telemetry and remote control platform
Contact the vendor for pricing
Caddi
AI Agents
Cloud automation that learns a back-office process from a screen-shared walkthrough, then builds and governs a hybrid agent.
Buy or sign up directly
Relevance AI
AI Agents
Build and manage AI agents and workflows without code.
Contact the vendor for pricing
Viam
Robot Development
Software platform for building, deploying and managing robots
Developer platform: free to start; usage-based cloud services after the first $5/month. Robotic finishing solutions are quoted separately (checked 2026-10-10).
InOrbit
Robot Development
Robot orchestration and fleet operations software
Contact the vendor for pricing
Universal Robots
Robotic Arms
Collaborative robot arms, controllers and integration ecosystem
Contact the vendor for pricing
Galbot
Humanoid Robots
Humanoid robots for service and industry
Pre-order
Coze
AI Agents
ByteDance's no-code bot builder
Buy or sign up directly
Sunday ACT-1
Robot Development
Sunday Robotics' ACT-1 is a robot foundation model trained on zero robot data, learning from humans via the Skill Capture Glove.
Research project
Physical Intelligence pi0
Robot Development
Physical Intelligence pi0 is a general-purpose robot foundation model from Physical Intelligence.
Research project
Lindy
AI Agents
AI assistant that automates tasks and workflows.
Trial includes $50 in credits lasting 7 days; paid usage from $49.99 per active user/month for 5,000 credits; enterprise pricing by quote (checked 2026-10-10).
Devin
AI Agents
AI software engineer that autonomously writes and fixes code.
Announced · Free plan with limited agent quota; Pro $20/month; Max $200/month; enterprise pricing by quote (checked 2026-10-10).
Universal Robots UR5e
Robotic Arms
Six-joint collaborative arm with 5 kg payload and 850 mm reach
request a quote
Universal Robots UR3e
Robotic Arms
Collaborative robot arm with 3 kg payload and 540 mm reach
Contact the vendor for pricing
Universal Robots UR16e
Robotic Arms
Compact collaborative arm with 16 kg payload and 900 mm reach
request a quote