Desmond Li — NEOX head of algorithms & semantic engineering

Desmond Li

NEOX R&D core · Ph.D.-led algorithms

First-gen chip: architecture and core algorithms led by Dr. Li’s team.

Dr. Li leads NEOX chip, Mattock models, and media-agent R&D alongside NEOXGEO GEO delivery.

Browse NEOX Tech

NEOX Gen‑1 chip

Hardware as a service: wire machines to cloud operations

Built-in connectivity and remote control turn every machine into an observable, commandable node inside SaaS and CRM.

NEOX-chip · edge node
online
telemetry12.4k/s
latency12ms
oobarmed

Illustration: edge and cloud control planes handshake; actual behavior depends on your network and security posture.

Core capabilities

Chip powers hardware; cloud powers operations

Edge-to-cloud uplink and cloud-to-edge commands: telemetry, alerts, power, and OTA on one governed channel.

Real-time telemetry & analytics

Edge preprocessing sends clean signals to the cloud for dashboard decisions.

Remote command (power / reboot)

Hard reboot and power policies remotely—less onsite downtime.

Deep SaaS & CRM integration

Standard APIs map each device to a CRM node—customers and tickets in one loop.

Full lifecycle: ingest to remote ops

Console mockup; beams show data uplink and command return.

NEOX Chip
GEO · NEOX Chip-1 illustrative render

Hover the "Remote reboot" control—status LEDs animate

Device console

Device_ID: #001

Status: Online

Power Consumption

120W

Edge uplink latency (illustrative)

12ms

Run curve (illustrative)

Digital twin entry for every machine

Device, tablet/CRM console, and dedicated uplink—manage equipment from phone or laptop.

  • Millisecond-class reporting; thresholds can trigger alerts.
  • Cloud policies sync with tickets and workflows.
GEO · Device ops dashboard: fleet count, online/offline, power, device list, remote reboot

Operations one click away

Dashboards show online state, anomalies, and reboot needs—inside your SaaS workflow.

Low latency, hardware-grade authority

CRM/SaaS never talks to machines directly—commands go through the chip control plane; OOB keeps management when needed.

Physical layer (machine)

Sensors, power, motors, and on-site networking.

Control layer (NEOX Chip)

Command parsing, crypto, OOB, low-latency path, edge preprocessing.

Business layer (CRM / SaaS)

Assets, contracts, tickets, analytics—APIs turn devices into operable nodes.

From the floor to the cloud—and back

Ingest → cloud → SaaS/CRM decisions → remote control (power, reboot, OTA).

  1. 01

    Collect & report

    Sensors and state over an encrypted uplink.

  2. 02

    Cloud analysis

    Dashboards, thresholds, alerts, asset views.

  3. 03

    Decisions & tickets

    Rules trigger ops or automation.

  4. 04

    Reverse control

    Authorized reboot, power, OTA.

Technical highlights

Out-of-band (OOB) remote management

Separate management plane—ops even when the primary path fails.

Low-latency command path

Optimized control path from click to execution.

Hardware-rooted security

Root of trust close to metal—harder to forge commands.

Technology & innovation partners

Cloud compute partner

Alibaba Cloud logo

Alibaba Cloud

Chip partner

Huawei Ascend logo

Huawei Ascend

Every device is an operable cloud node

From chip to link to dashboard—one story for engineering and sales.