TOPOFMOON · Toward the light

High-quality AI data, model alignment and edge devices. Make data and intelligence a world you can create.

Industry tablet concept illustrationCustom tablet · Concept ↗

IDEAS INTO REALITY / 02

From useful data to intelligence in the field.

We connect training data, model alignment and custom industry devices. Explore the tools, products and thinking behind our work.

CPTDomain knowledge
SFTInstruction learning
DPOPreference alignment
EDGEEdge applications

Stories & notes

On data, devices and bringing ideas into the world.

ShuJian Cube dataset generation workspace: sources, CPT/SFT/DPO strategies and generation parametersShuJian Cube · Dataset generation workspace · Open full image ↗

From useful knowledge to reviewable training data.

ShuJian Cube is our open-source dataset generation platform. Start from documents, agent context or an open brief; generate examples for CPT, SFT and DPO.

CPTSFTDPO
Explore the source ↗

Super-LLM-distill-Gen

A clear path from input to delivery.

Open each stage to explore the workflow.

01Source+

Bring documents, conversations or a task brief.

02Plan+

Choose the learning goal and define the scope.

03Generate+

Follow the task through each generation stage.

04Review+

Inspect examples and their source before sharing.

05Share+

Bring the reviewed collection into your training workflow.

WHAT WE DO / 02

We turn complexity into usable intelligence.

From a single data point to a shipped device, we make every layer of AI dependable infrastructure.

PRODUCTS / 03

Intelligence, within reach.

Devices for people who create, and solutions built for the real world.

MA-CUSTOM-02

Custom AI Terminals

One-stop service from prototype to production

Define a device that truly fits your field — built around your models, interfaces and workflows.

Hardware customizationSystem adaptationDelivery support
Start a custom build ↗

ABOUT THE ARC

Half data, half imagination.

MOONLIT ARC is a technology company for the AI era. We believe valuable intelligence lives not only in cloud parameters — but in every act of creation, every scene in the field, and every screen that can be redefined.

01Data production & quality systems
02Model alignment & industry knowledge
03Edge devices & developer ecosystem
DATA / HUMAN / SCALEEST. 2026 / CHINA◉ ONLINE

FROM SIGNAL TO INTELLIGENCE

Every idea starts
with a signal.

Turn data into understanding. Turn understanding into something you can hold.

Build with us ↗
moonlit / next.pyPYTHON
# An idea, made real.
from moonlit import intelligence

signal = intelligence.collect("your_world")
model  = signal.align(purpose="create")
device = model.deploy(target="the_edge")

# The next chapter is yours.
device.run() ▍

LET'S BUILD THE NEXT

Turn your next idea into something that runs.

Tell us what you're building — data, models or devices. Add us on WeChat Work, or reach us directly. We reply within one working day.

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