The Engine That Turns
Signals Into Decisions

AiNt® watches sensor signals from farms and buildings around the clock, and warns you before equipment breaks. In Cambodia, it caught fan bearing wear 72 hours before failure — saving the crop. 6 registered patents back this technology.

6+
Registered Patents
RS-485
Digital Protocol
4-20mA
Analog Signal
24/7
Continuous Diagnostics

From Sensor to Decision — In 4 Steps

Example: A Cambodia farm exhaust fan starts drawing more current than normal. AiNt® catches it, predicts bearing failure within 72 hours, activates the backup fan, and schedules maintenance.

📡

Signal Ingest

RS-485 / 4-20mA
Raw sensor data

🔍

Pattern Analysis

Historical baseline comparison

AiNt® Engine

Anomaly detect + fault isolate

🎯

Action Prescribe

Auto-control / Alert / Maintenance

What AiNt® Actually Sees

Below is a simulated real-time log from the AiNt® diagnostic engine. It shows how sensor signals are interpreted, anomalies detected, and actions prescribed instantly.

aint-diagnostic-engine v3.2.1 — live feed
[06:00:01] ✓ NORMAL Zone-A temp 22.4°C | humidity 68% | CO₂ 412ppm — within optimal range
[06:15:03] ✓ NORMAL Zone-B fertigation EC 1.8mS/cm | pH 6.1 — auto-adjusted +0.02
[06:30:07] ✓ NORMAL RS-485 bus scan: 24/24 sensors responding | latency <50ms
[06:45:12] ⚠ WATCH Zone-C humidity spike 78% → 85% in 15min — exhaust fan #3 response lag detected
[06:45:13] → ACTION Initiated: Fan #3 diagnostic cycle | backup fan #4 activated
[06:48:22] ⚠ WATCH Fan #3 4-20mA current draw 18.2mA → 19.8mA — bearing wear pattern detected
[06:48:23] → ACTION Maintenance ticket created: "Fan #3 bearing replacement — est. 72hr before failure"
[07:00:01] ✓ NORMAL Zone-C humidity stabilized 72% via fan #4 | crisis averted
[07:15:05] ✓ NORMAL All zones nominal | 0 critical | 1 maintenance scheduled
[07:30:00] ✓ REPORT Daily summary: 1 failure prevented | 2 auto-responses | 0 human interventions

Full Industrial Protocol Coverage

RS-485

Digital Industrial Comm

Multi-drop serial communication monitoring up to 32 devices on a single bus. The most universal industrial protocol across agriculture, buildings, and factories.

Sensor Hub Modbus RTU Multi-Device
4-20mA

Analog Current Loop

Noise-resistant current-based analog signal. Used in precision sensors for temperature, pressure, and flow. AiNt® predicts equipment wear from current draw patterns.

Wear Prediction Current Analysis Noise-Proof
TCP/IP

Remote Cloud Integration

Real-time data relay to FarmNote cloud. The backbone for diagnosing Cambodia farms from Korea. Data integrity patent prevents tampering during transmission.

Remote Diag FarmNote Cloud Integrity

6+ Patents. Technology You Can't Copy.

AiNt® diagnostic algorithms and FarmNote data integrity technology are protected by registered intellectual property.

01

Smart Farm Video Data Security & Integrity Verification

Core technology preventing data tampering at the source. Technically guarantees reliability of all FarmNote data.

KR 10-2886918 · PCT/KR2023/021683
02

Sensor Anomaly Detection & Auto-Isolation Method

Automatically identifies and isolates malfunctioning sensors to prevent corrupted data from affecting decisions.

KR Registered
03

Predictive Maintenance Scheduling Algorithm

Learns equipment wear patterns to automatically calculate maintenance timing 72 hours before failure.

KR Registered
04

Multi-Sensor Correlation Analysis Method

Analyzes correlations between independent sensor data to detect complex anomalies invisible to single sensors.

KR Registered
05

Crop Stress Index from Environmental Data

Calculates real-time crop stress index from combined environmental data to maintain optimal growing conditions.

KR Registered
06

Remote Diagnostic-Based Auto Fertigation Calibration

Closed-loop control that feeds AiNt® diagnostic results into fertigation systems for real-time EC/pH auto-calibration.

KR Registered

AiNt® Is Not Just for Agriculture

Applicable to any industry with RS-485/4-20mA sensors. AiNt® diagnostic logic is signal-agnostic.

🌱

Smart Agriculture

Climate control, fertigation, pest detection. Proven by 3 consecutive years in Cambodia.

● DEPLOYED
🏢

Building Mgmt (BISCO)

HVAC diagnostics, energy optimization, auto maintenance scheduling. BISCO case study.

● PROVEN
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Industrial Manufacturing

Production line sensor monitoring, equipment wear prediction, downtime minimization. Same algorithm applies.

◐ READY

We'll Show You
The Actual Diagnostic Logs

Cambodia farms, BISCO buildings — we can share real diagnostic data from live operations.