RoboReactor
✦ AI-POWERED ROBOTICS ENGINEERING PLATFORM

From Intelligence to Real-World Robots

RoboReactor is the end-to-end platform that designs, simulates, builds and deploys intelligent robots. Powered by Agentic AI.

RoboReactor Kneeling Humanoid 3D Model

The Complete Robotics Workflow

01

Describe

Tell RoboReactor what you want to build.

02

Engineer

AI analyzes and creates optimal architecture.

03

Design

Generate CAD, electronics, wiring & BOM.

04

Simulate

High-fidelity physics simulation & AI training.

05

Build

Generate firmware, OS image & deployment files.

06

Test

Connect real hardware and validate.

07

Deploy

Deploy to target hardware in one click.

08

Operate

Autonomous operation with RoboReactor Runtime.

Everything You Need. In One Platform.

An end-to-end suite powering mechanical CAD, circuit wiring, firmware synthesis, physics simulation, AI autonomy, digital twins, real-time IoT, and edge fleet deployment.

Mechanical Design

Mechanical Design 3D Joint
  • 3D CAD (STL / GLB / glTF / OBJ)
  • URDF Kinematics Export
  • Component Library
  • 3D Joint Assembly Builder

Electronics & Wiring

Electronics & Wiring PCB
  • Circuit Generation
  • Auto Wiring & Pin Mapping
  • MCU Database
  • BOM & Cost Estimation

Firmware & OS

Firmware Terminal
  • AI Firmware Generator
  • STM32 / ESP32 / ROS2
  • OS Image Generator
  • Drivers & Middleware

Simulation

Simulation Physics Grid
  • MuJoCo Physics Engine
  • Gymnasium RL Training
  • Sensor Noise Modeling
  • Sim-to-Real Transfer

AI & Autonomy

AI Neural Sphere
  • Agentic AI Planner
  • VIO & Visual Perception
  • Autonomous Navigation
  • Task Trajectory Optimizer

Digital Twin Sync

NEW
Digital Twin 3D Motion Mirroring
  • 3D Kinematic Pose Mirror
  • Sub-15ms Motion Sync
  • Joint Torque Gauges
  • Cloud-to-Cad Alignment

Real-Time IoT

NEW
Real-Time IoT Sensor Telemetry
  • MQTT & WebSocket Stream
  • 6-Axis IMU & CAN Bus
  • Thermal & Power Monitor
  • Health Anomaly Alerts

Deployment & Fleet

Deployment Hardware Modules
  • One-Click OTA Deployment
  • Pi / Jetson / SBC Fleet
  • Remote Hardware Triggers
  • Encrypted Edge Pipeline
✦ AI MANUFACTURING ASSISTANT & ASSEMBLY WORKSPACE

Interactive 3D Assembly & Blueprint Upgrade

Assemble complex robot joint structures in real-time with visual transform gizmos, precision joint mating, and an embedded Manufacturing Assistant AI that suggests optimal component upgrades or accepts custom 3D model file uploads (STL, GLB, glTF, OBJ).

SUPPORTED 3D CAD FORMATS: .STL .GLB .GLTF .OBJ
🎯

Transform Gizmos & Joint Mating

Position, rotate, and snap robot joint links (STL / GLB / glTF / OBJ) with local joint offset calibration and group transform controls.

🤖

AI Component Upgrades & Uploads

Search component databases with AI recommendations or manually upload custom parts (.stl, .glb, .gltf, .obj) to upgrade your robot's CAD blueprint on the fly.

Auto Hardware Node & Code Gen

Instantly generate hardware nodes, URDF kinematics, and controller code for the newly assembled robot structure.

RoboReactor Interactive 3D Robot Assembly & Manufacturing Assistant AI
✦ REAL-TIME IOT & DIGITAL TWIN ECOSYSTEM

Digital Twin & Real-Time IoT Engine

Synchronize physical robot hardware with virtual 3D models in real-time over low-latency MQTT & WebSocket protocol streams.

SYSTEM: ONLINE (MQTT / WSS)
Latency: 12ms
Rate: 100 Hz
Nodes: 8 Active
RoboReactor Digital Twin Motion Control UI
MODE: KINEMATIC POSE MIRROR PITCH: +14.2° | ROLL: -2.1°

Bidirectional Kinematic Mirroring

Real-time sub-15ms motion synchronization between physical joint hardware and digital CAD/URDF representations. Drive physical actuators from cloud simulations or stream real joint encoder states straight into your browser.

Joint 1 (Base Yaw) 180.0° / 100% Sync
Joint 2 (Shoulder Pitch) -45.2° / 99.8% Sync
Joint 3 (Elbow Flex) +82.6° / 100% Sync

From Simulation to Reality

Validate in simulation, then deploy and operate in the real world.

  • Real-time Telemetry
  • Live Camera & Sensor Data
  • Remote Control
  • OTA Updates
Simulation Environment
Real Robot Hardware Environment
PLATFORM SPECS & TIERS

Key Features

Compare core capabilities, cloud runtimes, AI LLM allocations, and hardware synthesis features across all RoboReactor plans.

Swipe horizontally to compare all 4 plans
Plan & Capabilities
Free Tier

Explorer

Free
Start Free
30 Day Trial

Builder

27 USD/mo
Get Started
30 Day Trial

Innovator

39 USD/mo
Get Started
Coming Soon

Industrial

49 USD/mo
Daily Cloud Runtime 2 hrs/day unlimited unlimited unlimited
Support Language Python Python Python Python, Rust
Components DB Community Advanced Industrial Enterprise
SBC (Pi / Jetson / SBC) Local Edit Basic Deploy Advanced Deploy Fleet Deploy
LLMs Model Llama 3.2 Finetuned Llama 3.2 Finetuned Gemini-3.5 Gemini, Kimi
LLMs Usage Time Limit 1 hr/day 50 hrs/month 200 hrs/month unlimited
Digital Twin 3D Pose Mirroring Basic 2D
Real-Time IoT Telemetry Stream (MQTT/WSS) 10 Hz 50 Hz 100 Hz 200 Hz (TLS)
Auto Node & Code Gen Basic
Auto CAD & Assembly Basic Basic Advance Advance
Sim to Real Basic Advance Advance

Start creating your robotics product and automation system now!

Join leading hardware developers and robotics engineers accelerating design from CAD to code and digital twins.