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n8n
Agriculture

Crop Monitoring & Alert

Sensor-driven crop monitoring with AI anomaly detection — catch problems before they cost you.

Key result-40%
-40%
Crop loss
15min
Detection window
+28%
Yield improvement
The problem

What needed
solving

Farmers relied on daily physical inspection to detect irrigation failures, pest outbreaks, or nutrient deficiencies. Problems were often discovered too late, causing significant crop loss.

How it works

The automation steps

Trigger

IoT sensors read soil moisture, pH, temperature, and humidity every 15 min

Process

AI baseline model detects anomalies and predicts risk level

Output

Field-specific alert sent to farm manager with diagnosis and recommended action

Notify

Incident logged; weekly summary report generated automatically

MQTTInfluxDBPythonn8nWhatsApp API
Automation architecture

How the workflow runs

Each step fires automatically. Click "Simulate run" to see the sequence.

trigger
IoT Sensors
Every 15 min
process
n8n + AI
Anomaly detection
output
WhatsApp
Field alert sent
output
InfluxDB
Logged + tracked
result
-40%
Crop loss

Click "Simulate run" to see the automation sequence step by step.

Results

The numbers

Concrete, measurable outcomes delivered in production.

-40%
Crop loss
15min
Detection window
+28%
Yield improvement
How we work

From brief to production

01

Discovery & scoping

We map the problem, understand the existing stack, and write a fixed-price proposal. No surprises.

1–3 DAYS
02

Build & weekly demos

You see working software every week. Feedback is incorporated immediately — not at the end.

2–4 WEEKS
03

Testing & QA

Every integration is stress-tested before go-live. Edge cases handled, fallbacks in place.

3–5 DAYS
04

Go live & handover

Full documentation, team training, monitoring setup, and 30-day post-launch support.

1 WEEK
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