Move Faster iRobot

About Muhua Juchuang

An unmanned logistics partner for real industrial sites

Muhua Juchuang (iRobot Move Faster) focuses on industrial production logistics, combining AI, work robots, autonomous forklifts, tractors, trucks, AI dispatching and field delivery into practical, maintainable and scalable solutions.

Heavy-duty robotsVehicle-road-cloudEmbodied AI ecosystemFull-chain autonomyDelivery and operations
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Muhua Juchuang smart factory logistics base model

Vehicle, road, cloud and scenario integration

Models, simulation and site data help validate routes, rhythm and boundaries before rollout.

Company Snapshot

A young team focused on engineering, algorithms and delivery

The core team covers industrial vehicles, intelligent manufacturing, supply chain operations, autonomous-driving algorithms and large-scale project delivery, helping factories move from manual logistics to schedulable, traceable and repeatable unmanned logistics.

Founded
May 2026
Registered Capital
RMB 5 million
Team Size
29 people, around 80% in R&D
Team Background
Industrial vehicles, intelligent manufacturing, supply chain, AI algorithms and delivery

Capabilities

One coordinated system from product to delivery

We align algorithms, hardware, dispatching platforms and implementation into one delivery logic, making unmanned logistics a long-running system rather than a single vehicle purchase.

Robotics and Algorithms

We build perception, localization, planning, control, fleet dispatching and safety capabilities around unmanned forklifts, tractors and logistics vehicles.

  • BEV / LiDAR perception
  • SLAM and fusion localization
  • Planning and control

Scenario Solution Design

We start with workflows, yard layout, traffic organization, loading rhythm and safety boundaries to define the real site problem.

  • Workflow mapping
  • Rhythm calculation
  • Simulation validation

Engineering Delivery

We cover mapping, deployment, commissioning, trial operation, training and acceptance to move plans into stable production.

  • On-site deployment
  • System commissioning
  • Acceptance training

Continuous Operations

Operational data, issue tracking and version iteration help improve efficiency, stability and safety policies over time.

  • Remote support
  • Inspection review
  • Version upgrades

Cooperation Modes

Beyond equipment delivery, with long-term operations support

According to budget, asset strategy, site complexity and operating goals, we support equipment sales, project delivery and service-based logistics cooperation.

Equipment Sales

Customers purchase vehicles and platforms while Muhua handles solution design, deployment and training.

Project Delivery

A closed delivery loop covering survey, route design, simulation, integration, trial operation and acceptance.

Operations Service

Supports service-based logistics cooperation according to asset strategy, budget rhythm and operational KPIs.

Project Method

Stabilize the site first, then scale it

Industrial logistics sites often involve mixed traffic, changing loading rhythms, limited road space and overlapping human operations. We focus on stability under real conditions and reduce rollout risk through staged delivery.

01

Site Survey

Confirm routes, loading points, people flow, equipment boundaries and safety risks.

02

Solution Modeling

Model workflows and define vehicle mix, dispatching strategy, traffic layout and rollout plan.

03

Pilot Validation

Validate efficiency, stability, obstacle avoidance and exception handling on representative routes.

04

Scaled Deployment

Launch by areas, complete integration, training, acceptance and handover.

05

Operations Optimization

Use operating data to refine dispatching rules, station layout and vehicle versions.

Service Scenarios

Covering key links of internal factory logistics

Across production, warehousing, yards, loading and cross-zone transfer, we help customers build unmanned, traceable and dispatchable logistics networks step by step.

Finished goods inbound / outbound
Line-side workshop delivery
Raw material yard transfer
Inter-plant towing routes
Charging and maintenance dispatching
Mixed fleet collaboration

Our Principles

Site First

We care less about demos and more about stable operation under real roads, real cargo and real shifts.

Safety First

Mixed traffic, blind spots, loading areas, emergency lanes and exception stops are treated as core constraints.

Data Loop

Task data, vehicle data and exception records feed continuous process optimization.

Long-Term Partnership

From acceptance to later expansion, we help customers make unmanned logistics part of everyday operations.