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

FarmFlock IDAge (Days)Current FCRProjected ProfitHealth 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

ItemCategoryStock LevelStatus
Starter Feed #2Feed15 TonsIn Stock
Finisher Feed #1Feed3 TonsLow Stock
Gumboro VaccineMedication500 DosesReorder 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.