Realtime motion atlas

Reconstructingthe dynamic limits of embodied intelligence

Riemann Dynamics integrates high-dimensional geometric topology algorithms, robot dynamics control, and high-power-density joint systems to build agile, reliable, and scalable robotic platforms for complex industrial environments.

Neon Grid
Total DOF44Active
Peak Torque360N.m
Control Loop1.5kHz
01 / ABOUT US

About Riemann Dynamics

Brand philosophy, company profile, milestones, core R&D team, credentials, partners, and benchmark customers are CMS-driven.

Manifold telemetry
Principle

Brand philosophy

Riemann Dynamics treats robot motion as geometry in action: algorithms, actuators, perception, and task planning are designed as one dynamic system.

Profile

Company profile

The company builds embodied robotics platforms, high-power-density joints, and developer-facing control stacks for complex industrial environments.

2024-2026

Development milestones

From joint module prototypes to full-body RM-1 validation, the roadmap focuses on repeatable field deployment and measurable dynamics evidence.

Credential pipeline

Patents, qualifications, and honors

Mockup entries cover invention patents, reliability test reports, safety certifications, and industry awards that will be replaced by verified records.

Control

Dynamics Control Group

Whole-body control and state estimation

Hardware

Integrated Joint Group

Motor, reducer, thermal, and reliability design

Embodied AI

Embodied AI Group

Perception, task planning, and data engine

research / Manufacturing research

Advanced Manufacturing Lab

Joint validation partner for embodied manipulation, inspection workflows, and repeatable test protocols.

customer / Energy and power

Energy Inspection Operator

Mockup benchmark customer for patrol inspection, stair traversal, and hazardous-area data collection.

partner / Core components

Precision Component Ecosystem

Supply-chain collaboration placeholder for reducers, sensors, batteries, and safety certification resources.

03 / TECHNOLOGY & DEVELOPERS

Control, force feedback, embodied AI, and developer resources

The following values describe an RM-1 engineering prototype for website prototype purposes and should be replaced with verified engineering data before public launch.

Total DOF44Active
Peak Torque360N.m
Control Loop1.5kHz
Net Weight55kg
Control Surface
motion-control / Robotics engineers

Riemannian motion control overview

Explains how the controller searches geometric state spaces for stable posture reconstruction and center-of-mass transfer.

force-control / Manipulation developers

Force control and tactile manipulation

Mockup resource covering bilateral force control, grasp stability, tool contact, and safety constraints.

sdk-docs / Developers

Developer center

GitHub, SDK documentation, API references, and example code placeholders for future developer ecosystem launch.

whitepaper / Customers and researchers

Embodied robotics whitepaper

Download placeholder for a technical whitepaper covering control architecture, validation method, and deployment workflow.

RM-1 MODEL PROTOTYPE
02 / PRODUCTS & SOLUTIONS

From robot platforms to field deployment

Robot series, core components, industry solutions, and real project cases form the commercial content backbone.

  • Tactile upper-limb sensingBilateral force control / 0.05N resolution
  • Operational endurance4.5 hours of high-intensity work
  • Autonomous navigation compute800 TOPS dual edge compute centers
Request partnership or demo
Advanced manufacturing / Benchmark lab

RM-1 laboratory inspection route

Mockup case for validating stair traversal, door-area turning, and repeated route completion under a controlled test protocol.

98% placeholder< 1 per run
Core components / Internal engineering sample

Joint module endurance validation

Mockup case describing continuous thermal attenuation tests, impact scenarios, and post-test precision checks.

1M cycles placeholderUnder engineering review
04 / APPLICATION

Deployable robotic capability for complex environments

Industrial inspection

Autonomous inspection for power, energy, and advanced manufacturing environments across narrow passages, stairs, and unstructured ground.

Emergency and hazardous operations

Frontline sensing, material delivery, and light operation in areas with heat, dust, noise, or other conditions unsuitable for people.

Research and algorithm platform

A secondary-development platform for universities, institutes, and advanced manufacturing labs working on dynamics control and embodied intelligence.

04 / SERVICE & SUPPORT

From pre-sales consulting to nationwide operations

Pre-sales consulting, customized solutions, demo booking, delivery training, line commissioning, spare parts, maintenance, and downloads are managed in CMS.

pre-sales

Pre-sales consulting

Scenario assessment, technical requirement mapping, deployment feasibility review, and preliminary solution proposal.

demo-booking

Solution customization and demo booking

Book a robot demonstration, validate use cases, and define customized payload, route, and data requirements.

line-commissioning

Delivery training and line commissioning

Onsite delivery checklist, operator training, route commissioning, safety boundaries, and acceptance testing.

after-sales

After-sales operations and spare parts

Remote diagnostics, maintenance planning, spare parts replacement, firmware updates, and incident response workflow.

manual

RM-1 operator manual

RM-1

3d-model

RM-1 3D envelope model

RM-1

firmware

RD joint firmware release notes

RD Joint

05 / NEWS & TALENT

Company updates and open roles