AI Alerts

The AI Alert Assistant helps you configure smart alerts based on your farm’s characteristics, your data history, and agricultural best practices.

Why Use AI for Alerts?

Configuring effective alerts requires knowledge about:

Action thresholds for different pests
Normal vs. abnormal levels for your operation
Which indicators really matter
How to avoid false alerts

The AI assistant:

Analyzes your history to suggest realistic thresholds
Knows industry standards for agriculture
Identifies patterns you might not see
Suggests optimized configurations

How to Use the Assistant

Access the assistant

Go to Alerts
Click Create with AI or AI Assistant
The conversation panel opens

Describe your need

Write what type of alerts you need:

Basic example:

I need alerts to monitor pests in my citrus

More specific:

I want to be notified when mites exceed levels
that require treatment in my orange orchard

Detailed:

Configure alerts for:
- Mites: economic action threshold
- Leaf miner: when affecting more than 30% of shoots
- HLB: any severe symptoms detected
I want to receive them by email immediately

What the AI Generates

Analysis of your operation

The AI reviews:

Your existing sanitation forms
Data history from recent months
Value distribution by field
Seasonal patterns if enough data exists

Alert suggestions

For each suggested alert:

📋 Suggested alert: Mites - Action level

Justification:
  - Your historical average is 2.3 mites/leaf
  - 95th percentile of your data is 7 mites/leaf
  - Standard action threshold is 5 mites/leaf

Recommended configuration:
  Field: Mite count
  Threshold: > 5
  Aggregation: Average per lot
  Priority: High

Would you like to create this alert? [Create] [Adjust] [Discard]

Sensitivity Levels

You can indicate how sensitive you want alerts:

Conservative

"I want alerts only when there's really a serious problem"

Result:
  - Higher thresholds
  - Fewer but more critical alerts
  - Lower risk of alert fatigue
  - Higher risk of late detection

Balanced (recommended)

"I want a balance between detecting problems and
not receiving too many alerts"

Result:
  - Thresholds at standard action levels
  - Alerts when action is recommended
  - Balance between sensitivity and specificity

Sensitive

"I prefer to receive early alerts even if some
are false alarms"

Result:
  - Lower thresholds
  - More alerts, including early signals
  - Earlier detection
  - More manual classification work

Limitations

What the AI does well

Suggest thresholds based on your data
Recommend standard configurations
Identify important fields to alert on
Generate coherent configurations

What the AI cannot do

Know exact conditions of each lot
Predict the future with certainty
Replace expert agronomic judgment
Guarantee all problems will be detected

Next Steps

Farm settings - Adjust global parameters
Manage notifications - Administer received alerts
AI Analysis - Use AI to interpret your data