CHEON:AI

Intelligence with a
human temperature

CHEON:AI is a data company. We engineer your data, operate it like software, and turn it into AI that moves real revenue — one line, from pipeline to P&L.

Most data stacks stop at dashboards. Ours keep going — engineered, operated, learned from, and cashed in. All of it speaking one language: yours.

The through-line

One line, from data to revenue.

01 · ENGINEER

Data Engineering

Pipelines, warehousing, and modelling that make data a durable asset.

02 · OPERATE

DataOps

Data run like software — tested, observed, versioned, and healed before anyone notices.

03 · LEARN

Applied AI

Models and copilots built on data that's finally trustworthy enough to learn from.

04 · EARN

Revenue Intelligence

Forecasting, pricing, and attribution — decisions measured in money, not slides.

The CHEON Ontology — one shared meaning underneath every step Our edge
01 / Engineer

Data Engineering

Reliable pipelines, modern warehousing, and governance that make data a durable asset rather than a recurring emergency. The plumbing everything else stands on — designed so your team can run it without us.

Explore practice
cheon / pipelines · production
ingest_orders
sync_crm
dbt_daily_marts
quality_checks
All 14 pipelines healthy — last run 06:00 KST
02 / Operate

DataOps

The discipline most stacks skip — and the reason they stall. We run data like production software: freshness SLAs, tests on every change, full lineage, and incidents that heal themselves before the morning meeting.

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observability · freshness SLA 99.8%
orders_martfresh · 5m ago
events_streamlive
crm_syncretrying · 42m
ml_featuresfresh · 8m ago
Incident auto-resolved — retry #2 succeeded, no data loss
03 / Learn

Applied AI

LLM applications, workflow automation, and custom models deployed where they earn their keep — in production, measured against outcomes people actually care about, with the evaluation shipped alongside the model.

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cheon copilot
Why did the west region miss its forecast last week?
Two drivers: a supplier delay cut availability on 3 SKUs (−7.2%), and campaign traffic shifted to the app channel. Full breakdown attached — want the recovery plan?
Ask your data anything…
04 / Earn

Revenue Intelligence

Where the line pays off: demand forecasting, pricing and promotion optimization, and marketing attribution — models wired into live decisions and scored against the only metric that settles arguments: revenue.

Explore practice
revenue · baseline vs with models
BaselineWith models in the loop
Our edge

The CHEON
Ontology

Before we build anything, we model your business as a living ontology — customers, products, orders, campaigns, and the relationships between them, defined once and shared everywhere.

It's what holds the line together. Metrics stop drifting between dashboards. LLMs stop guessing what “active customer” means. And it plugs into the stack you already run — warehouse, dbt, BI, and RAG — instead of replacing it.

Semantic layerKnowledge graphdbt & warehouse nativeRAG-ready
Explore the ontology practice
cheon ontology · your business, as a graph
C:AI Orders Products Campaigns Channels Revenue Customer
One definition of “customer” — everywhere it matters
Our name, our approach

체온 (che-on)
body temperature.

In Korean, che-on is the warmth of a living body — 36.5 degrees. It is our standard for machine intelligence: always on, never cold.

The colon in our name is the pause between data and decision. That pause is where we work.

CHEON:AI
The CHEON:AI wordmark — a bold CHEON, a quieter AI, and a copper colon marking the pause between data and decision.

For your business

Put our stack to work

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From the practice

Notes on data that earns

Read the blog
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Let's raise the temperature
of your data.

Whether you're building a data practice from scratch or teaching an existing one to earn — we'd like to hear about it.

Get in touch