Problem

Robots have to learn the world we live in — but the real world is the most expensive and dangerous place to train them
Until robots can safely learn in the real world, robot AI can't truly grow.

비싼 현실 학습 비용

로봇은 잘 부서지고,
필요한 데이터는 너무 많습니다.

부족한 현실 데이터

현실 데이터는 부족하고
수집은 느립니다.

배포 전 검증 어려움

로봇을 현장에 내보낸 뒤에야 문제를 발견하게 되고,
다시 테스트와 수정이 반복됩니다.

Solution | From Real World to Robot Intelligence

SequorRobotics aims to build a closed-loop system for learning and robot intelligence, powered by 3D Vision.

Real-to-Sim

We turn the real world into 3D environments where robots can learn.

We capture real spaces with cameras and turn them into 3D environments robots can train in right away.

Sim-to-Real

We bridge policies trained in simulation to deployment-ready performance.

To make simulation-trained policies work in reality,
we account for real sensor characteristics and environmental changes.

Robot Learning Loop

Deployment data feeds back into training, continuously improving the robot.

We refine meaningful data from real-world operations
and iterate retraining to improve robot software performance.

Spatial ScanLIDAR RGB-D

3D EnvironmentLIDAR RGB-D

Real 3D GymSimulation training

Real-World DeployRobot policies applied to hardware

Data CollectionData from deployed environments

Model UpdateRobot software

Simulation

Real World

Vision

A world where robots act on their own — with a single word

Today

Mid-term Goal

Final Goal

Real 3D GymBeta

3D World
Model

Robot Foundation
Model

A simulation space
where robots learn

We turn real spaces like homes, warehouses, and offices into 3D environments robots can learn in.

→ Not just graphics — robot-centric environments
with distance, collision, and sensor data built in.

A spatial intelligence model that understands the real world

Robots understand paths, structures, object positions, and interaction targets in real spaces.

→ Robots can't naturally understand space from camera
images alone — they need a dedicated 3D model for spatial understanding.

Intelligence that lets robots
decide for themselves

Robots can assess situations, plan, and act on their own.

→ Today's robot software is built separately for
specific tasks. Sequor Robotics aims for general-purpose
robot intelligence shared across all robots.

Contact us

✉️ contact@sequorrobotics.com

⚲ 210, 2F, Ace Twin Tower 1, 285 Digital-ro, Guro-gu, Seoul, Republic of Korea

Ready to build
Robot-ready Worlds?

THE WORLD is Not 2D