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Industrial IoT

Predict machine failures before they happen.

Deploy AI on your factory floor — directly on the sensor chip. No cloud, no connectivity dependency, no data leaving the premises. Just real-time fault detection on a €8 microcontroller.

The Problem

Unplanned downtime is killing your margins.

⚠

Unexpected Failures

70% of motor failures come from bearings and misalignment — detectable weeks before breakdown, yet most factories still react after the fact.

€10-100K/hour
⏳

Complex AI Solutions

Building a custom ML pipeline requires data scientists, cloud infrastructure, and months of development. Most hardware teams cannot justify the investment.

6-9 months
🔒

Cloud Dependency

Streaming vibration data to the cloud introduces latency, connectivity risk, and recurring costs. Factory floors often lack reliable internet coverage.

€20K+/year
The Solution

On-device intelligence. Zero cloud dependency.

Luviner trains a Neural Network on your vibration data and compiles it into a binary that runs directly on the sensor MCU. 100% offline, real-time classification, hardware-locked IP protection.

100%
Fault detection accuracy
97 KB
Model size in flash
< 1 ms
Inference time
<€10
Hardware cost per point
Detection

Four fault types. One chip.

⚪

Rotor Imbalance

Dominant 1x frequency component in vibration signature. Schedule balancing within 2 weeks.

🔴

Bearing Wear

High-frequency impulse patterns (BPFO, BPFI harmonics). Replace bearing before catastrophic failure.

🟠

Shaft Misalignment

Strong 2x and 3x frequency harmonics. Realign shaft coupling during next planned stop.

How It Works

From vibration data to deployed model in 4 steps.

Collect Vibration Data

Record accelerometer data from your motors. Export as CSV with fault labels.

Train on Luviner

Upload the CSV. Edge V3 trains an ultra-compact neural network in seconds.

Lock to Hardware

Register your sensor MCU UIDs. The model runs only on your authorized devices.

Flash & Deploy

Download the compiled .a + .h, link into your firmware. Pure C, zero dependencies.

Ready to protect your machines?

Start free with the Evaluation plan. No credit card required.

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