CORE R&D EXPERIENCE · NEOLIX

Neolix.
From vehicle to remote view.

A member of our core R&D previously led architecture design at Neolix, connecting on-vehicle media, transport, scheduling and monitoring with assisted-control workflows.

Attribution: the core R&D member’s prior project experience, not a delivery by Yiyouyinli.

A Neolix X6 autonomous vehicle in the factory
Official Neolix image · Sep 23, 2025View source ↗

REAL-WORLD CONTEXT

Remote safety
for autonomous delivery.

Vehicles operate across locations. Remote teams need site visibility, vehicle state and a way to coordinate when assistance is needed. This experience focuses on the media and system architecture connecting those tasks.

Neolix 10,000th autonomous vehicle rollout milestone
Official Neolix image · Sep 23, 2025View source ↗
NEOLIX DELIVERY MILESTONE

10,000 vehicles

On September 23, 2025, Neolix announced delivery of its 10,000th autonomous vehicle.

This describes Neolix’s overall scale, not this project’s endpoint count, concurrent capacity or Yiyouyinli delivery volume.

Read Neolix’s official announcement

Images come from Neolix’s 2025 public announcement and illustrate vehicle and scale context, not the delivery or implementation of this historical project.

ARCHITECTURE OVERVIEW

From vehicle to monitoring.
A clear role for every path.

An architecture summary based on historical project materials, showing responsibilities and data flows.

Architecture & data flows

Vehicle media and state reach monitoring through media nodes and session scheduling. Media, state and assisted commands have distinct paths; commands travel back to the vehicle.

Vehicle media and state reach monitoring through media nodes and session scheduling. Media, state and assisted commands have distinct paths; commands travel back to the vehicle.

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Network adaptation loop

Observe round-trip time, loss and bandwidth, estimate link conditions, adapt encoding and delivery, then use playback and receiver feedback to continue the loop. No unverified performance values are shown.

Observe round-trip time, loss and bandwidth, estimate link conditions, adapt encoding and delivery, then use playback and receiver feedback to continue the loop. No unverified performance values are shown.

Download SVG ↓

Video & audio

Capture → media transport → remote playback
Give remote staff the sound and views needed to understand the site.

Vehicle state

Vehicle state → state channel → monitoring
Understand media and device state in the same task, with distinct sources.

Assisted action

Authorized action → command channel → execution and feedback
Measure control feedback separately and coordinate with vehicle-side safety.

Monitoring first, with collaboration and assisted control when needed. Media transport, control authorization, feedback and loss-of-link protection are designed separately. This is not a deployable control system.

ARCHITECTURE LEADERSHIP

Six areas of core R&D architecture leadership.

Scope is confirmed by the project-role description. Architecture experience does not imply a currently available SDK or complete vehicle product.

01

On-vehicle media

Organize camera and audio inputs, capture, codecs and streaming to bring the vehicle environment into remote view.

02

Real-time transport

Design media delivery and link feedback around bandwidth, loss and latency changes on mobile networks.

03

Monitoring platform

Present multiple views and vehicle state for remote observation and coordinated decisions.

04

Media nodes

Design forwarding nodes and node coordination to connect vehicle and monitoring sessions.

05

Session scheduling

Map endpoints and sessions to media services, connecting session establishment with media delivery.

06

Assisted control

Organize commands, vehicle-state feedback and video as distinct flows, connected to vehicle control and safety mechanisms.

Understand the engineering choices.

01

Make the site visible first

Multiple views and vehicle state support remote observation. Assisted actions follow the relevant application workflow.

02

Adapt media to network changes

The historical architecture addresses mobile networks through bandwidth estimation, congestion feedback and media adaptation. Dual-router and multi-link design also appear in the project materials.

03

Organize sessions and nodes

Session scheduling, media forwarding and node coordination connect vehicles with monitoring endpoints. Capacity requires separate validation under deployment conditions.

Project experience and performance validation.

This page summarizes historical project materials and the core R&D member’s role description. Results across versions, devices and networks are not interchangeable. The site’s ≤100ms commitment and proposed test targets are not Neolix project measurements. New projects require their own agreed configuration and acceptance criteria.

Explore performance validation

BUILD ON PROJECT EXPERIENCE

Bring your site
into remote view.

Bring your vehicles, cameras, networks and monitoring system to define the integration scope.