Project CGF
A Predictive Farm Management Dashboard
1. Introduction & Context
Project Introduction: We are proposing the development of Project CGF, an intelligent, data-driven dashboard designed to transform raw farm data into predictive, actionable insights for the leadership team.
Business Context: The business operates multiple farm sites, and currently lacks a centralized system to monitor and compare performance across locations. Supervisors update disconnected databases, making a holistic, real-time operational view impossible.
Our Objective: To design and build a centralized, multi-farm dashboard that aggregates data from all sites. The goal is to empower leadership with tools for real-time monitoring, cross-farm benchmarking, and predictive forecasting to improve efficiency and profitability across the entire enterprise.
2. Requirement Understanding
Functional Requirements (What it will do):
- Centralized Multi-Farm Management: A single dashboard to view KPIs, flock status, and alerts from all farm locations.
- Supervisor Performance Tracking: A dedicated module to manage line supervisors, their assigned farms, and track their visit frequency, including date and time of visits.
- Real-Time Monitoring: Live status updates for every flock across all farms.
- Alerting System: Automated, farm-specific notifications for abnormal conditions.
- Forecasting & Benchmarking: Forecast performance and costs for each flock, with the ability to benchmark flocks against others within the same farm or across the entire company.
Non-Functional Requirements (How it will perform):
- Scalability: The architecture must support adding new farms and users seamlessly.
- Data Segregation: Ensure data from different farms can be securely managed and viewed based on user permissions.
5. Concept & Suggestions: The Dashboard Functionalities
Level 1: The Leadership Overview Dashboard
- Global & Farm-Level KPIs: KPI cards showing enterprise-wide totals, with the ability to filter the entire dashboard view to a specific farm. A dedicated KPI for total active Line Supervisors.
- Flock Health Matrix: A comprehensive table of all flocks from all farms, with clear "Farm" identification for each entry.
Level 2: Supervisor Management Module
- Supervisor Roster: A filterable list of all line supervisors, showing their contact details and assigned farms.
- Visit Tracking: Detailed logs of farm visits for each supervisor, including date, time, and frequency (weekly/monthly), to ensure compliance with operational protocols.
Leadership Overview
Supervisors
0
Total Farms
0
Active Flocks
0
Overall FCR
0.00
Projected Profit
$0
Critical Alerts
0
Flock Health Matrix
| Farm | Flock ID | Age (Days) | Current FCR | Projected Profit | Health Score |
|---|
Profitability Trend (Last 10 Flocks)
Projected Cost Breakdown
Supervisor Management
| Name | Assigned Farms | Visits (This Week) | Visits (This Month) | Last Visit |
|---|
Flock Drill-Down:
Deep dive into the performance and projections for a specific flock from .
Growth Curve Analysis
Profitability Estimator
Projected Net Profit
$0
FCR vs. Feed Intake
Real-Time Environmental Monitoring
House 3: Temperature Heatmap (°C)
House 3: Bird Density Heatmap
Advanced Alert Log
CRITICAL: Multi-Factor Health Warning
House 1: Water consumption dropped 18% and NH3 levels rose 5ppm in the last 12 hours.
Today, 9:15 AM
WARNING: Rate-of-Change Temperature
House 5: Temperature increased by 3°C in the last hour. Potential ventilation issue.
Today, 8:30 AM
Forecasting Hub
Weekly Feed Forecast (All Flocks)
"What-If" Profitability Scenario
Model financial impact on Flock .
Revised Projected Net Profit
Health Management
Flock H1-F102: Cumulative Mortality
AI Health Risk Alerts
H1-F102: High Risk
Acoustic analysis detected increased respiratory sounds. Potential for early-stage IBD.
H5-F103: Medium Risk
Behavioral analysis shows reduced feeder visits. Monitor for signs of lethargy.
Inventory Management
Current Stock Levels
| Item | Category | Stock Level | Status |
|---|---|---|---|
| Starter Feed #2 | Feed | 15 Tons | In Stock |
| Finisher Feed #1 | Feed | 3 Tons | Low Stock |
| Gumboro Vaccine | Medication | 500 Doses | Reorder Soon |
End-to-End Traceability
Traceability for Batch #8451-A
Breeder Farm
Parent Stock: Ross 308
Hatchery
Hatched: July 10
Grow-out Farm
Flock: H1-F102
Processing
Processed: Aug 15
Reports & Exports
Generate Report
Settings
System Configuration
Manage user access, alert preferences, and system integrations.