Platform Features

Powerful Tools for
Modern Swine Farming

From automated task generation to machine learning insights — everything a progressive farmer needs in one intelligent platform.

Task Automation

Intelligent Task Orchestration Engine

IntelliSwine's rule-based engine automatically generates daily operational tasks tailored to each production stage. No manual planning needed.

Feeding Schedules

Auto-generated based on pig count, weight, and production stage with feed type and quantity recommendations.

Vaccination Reminders

Lifecycle-based vaccination schedule with smart reminders before due dates.

Cleaning & Health Checks

Daily hygiene tasks and periodic health inspection routines generated automatically.

Weekly Weight Recording

Scheduled weigh-in tasks feed data directly into ML models for growth analysis.

Today's Tasks 12/14 Complete
Morning Feeding — Pen A 6:00 AM • Completed
Done
Health Inspection — All Pens 7:30 AM • Completed
Done
Pen Cleaning — Pen B, C 8:00 AM • Completed
Done
!
Afternoon Feeding — All Pens 2:00 PM • Due Now
Pending
Weekly Weight Recording 4:00 PM • Scheduled
Later
Machine Learning

ML-Driven Growth Prediction & Analytics

Four powerful ML models work behind the scenes to give you actionable insights without requiring specialized hardware or extensive data entry.

Growth Prediction

Regression model predicts weight gain trajectories based on historical and individual livestock data.

Regression Model

Feed Efficiency

Estimates feed conversion ratio (FCR) and suggests realistic feed adjustments for optimal growth.

FCR Analysis

Anomaly Detection

Identifies deviations in growth patterns or task compliance, triggering health alerts automatically.

Alert System

Selling Optimization

Recommends optimal selling windows based on predicted growth, feed costs, and market trends.

Profit Max
ML Insights Live
Growth Prediction ±2.1% accuracy
Current 74.2 kg
7-Day Forecast 82.6 kg
Target 95 kg
Feed Adjustment

Increase feed by 0.3 kg/day for 7 days for optimal growth rate.

Selling Window

Recommended selling in 4–6 days for maximum profit margin.

Offline-First PWA

Works Everywhere, Even Without Internet

Built as a Progressive Web Application with Service Workers and IndexedDB, IntelliSwine provides full functionality regardless of connectivity.

IndexedDB Local Storage

All tasks, logs, and data cached locally in the browser's IndexedDB. No data loss even without signal.

Service Workers

Background workers intercept network requests and serve cached content, enabling instant app loading.

Auto-Sync When Online

Background sync automatically uploads locally stored data when connectivity returns — no manual action needed.

Installable on Any Device

Add to home screen on mobile or desktop. Runs like a native app with full offline support.

9:41
Offline
IntelliSwine Offline Mode
Morning Feeding
Health Check
! Pen Cleaning
3 items pending sync
Evidence-Based Logging

Camera Capture for Accountability & Auditing

Attach photo evidence to any completed task using the MediaDevices API. Build a verifiable, timestamped record of all farm operations.

One-Tap Camera Capture

Complete a task and snap a photo — the image is automatically attached with timestamp and GPS data.

Organized Image Library

All evidence photos organized by task type, date, and production cycle for easy review and reporting.

Compliance Reports

Generate visual reports showing completed tasks with evidence — ideal for audits and compliance checks.

Cloud Storage & Backup

Images stored locally offline and synced to cloud storage when connected — nothing gets lost.

Task Evidence 3 Captures
Morning Feeding — Pen A Today, 6:12 AM
✓ Verified
Pen Cleaning — Pen B Today, 8:45 AM
✓ Verified
Weight Recording — Week 8 Today, 10:20 AM
✓ Verified
147 Total Captures
98% Tasks with Evidence
2.1 GB Storage Used
System Architecture

Built on Proven, Scalable Technologies

A modern multi-layer architecture designed for reliability, offline performance, and intelligent analytics.

Presentation Layer (PWA)

Service Workers
IndexedDB
MediaDevices API
Responsive UI

Backend Layer (Java + Spring Boot)

Lifecycle Engine
Task Automation Engine
Event Trigger Engine
Authentication
RESTful APIs

ML Microservice (Python)

Growth Prediction
Feed Efficiency
Anomaly Detection
Selling Optimization
scikit-learn
Pandas / NumPy

Data Layer

PostgreSQL
IndexedDB (Client)
Cloud Image Storage
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