Real-World Data for AI

Between AI and reality,we build the bridge with data.

AI can't reach the real world. Alpaon goes onto the industrial floor and creates the high-quality data that AI can actually use, from the sensors and circuits where data begins.

The Gap

The problem isn't the model. It's the floor.

No matter how good the model or how many engineers you have, none of them reach the signals on the factory floor. The digital world and the physical world are still disconnected, and most sites have no usable data to begin with.

Alpaon connects the groundthat AI can't reach.

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Signal → Decision

So we create the data that didn't exist.

From sensors and circuits to cloud and AI, we own the entire path from where data is born to where it reaches AI. Real-world data can't be bought. It only exists once you go to the site, place the sensor, and capture the signal. That is the part no one else wants, and the part we do best.

01Hardware
Where data begins
We design and produce sensors, circuits, PCBs, and embedded systems, creating data that never existed before.
Where data begins
02Connectivity
Data, in real time
We connect PLCs and equipment to the cloud, unifying scattered signals.
Data, in real time
03Infrastructure
Where data accumulates
We run servers and managed Kubernetes on our own datacenters.
Where data accumulates
04Intelligence · AX
Data into value
Vision AI, anomaly detection, and prediction turn field data into real-time decisions and automation.
Data into value
Why Alpaon

Good data doesn't come from a single layer.

Trustworthy data doesn't end at one sensor. You have to know the whole path: what to capture, how to calibrate it, and what to throw away. More data isn't better data. Knowing what actually matters is half the work. Because Alpaon owns every layer from sensors to AI, we're accountable for data quality from beginning to end.

The usual way

Sensor & hardware · Connectivity / SI · Cloud vendor · AI developer

Data accountability: unclear. Hands change at every stage, and data leaks in between.

Alpaon

Sensors · connectivity · infra · AI, one team

Data quality: Alpaon. One team builds it end to end, so the data never leaks.

It starts with knowing what to collect, and one team stays accountable for the data from beginning to end.

How We Work

We handle the technology. You bring the direction.

No data, no technical knowledge required. Alpaon diagnoses, builds, and operates, taking you where you want to go. The only thing we need from you is what you want to achieve.

01

Diagnose

We understand your floor and data, and design the fastest path.

02

Build

From hardware to AI, we build every stage you need, ourselves.

03

Operate

We run it reliably and keep improving it over time.

Proof

Not claims. Things we've built.

From legacy floors to international joint research, a real record of moving AI with real-world data.

IEEE Xplore에 게재된 알파온 공동연구 논문 — 실시간 HVAC 최적화 (IEEE AIoT 2025)
Joint research · IEEE AIoT 2025

A building that senses people and sets its own temperature

With Stanford University, we used an integrated sensor PCB and vision AI to read each person's comfort in real time and control HVAC automatically. Alpaon owned everything from hardware to AI.

43
Clothing classes
~44fps
Real-time inference
Zero-shot
New garments too
See more customer stories

Clients and research partners we've worked with

PacketStreamDMICYCSiliconBridge모트라인orioncactuscandidOSSTEOBIONICSNetRealty
PacketStreamDMICYCSiliconBridge모트라인orioncactuscandidOSSTEOBIONICSNetRealty
PacketStreamDMICYCSiliconBridge모트라인orioncactuscandidOSSTEOBIONICSNetRealty
Stanford IGC국립수산과학원한국디지털미디어고등학교한국외국어대학교EANCaravan
Stanford IGC국립수산과학원한국디지털미디어고등학교한국외국어대학교EANCaravan
Stanford IGC국립수산과학원한국디지털미디어고등학교한국외국어대학교EANCaravan

What do you want to achieve?

Just tell us the direction, and together we'll design the fastest path from your data to value.

Alpaon