README.md

metadata

title: Pak System Poc
emoji: 📉
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit

Precision Attract-and-Kill (PAK) System

Interactive POC Platform for Coffee Berry Borer Management

This platform provides interactive tools for analyzing the financial and operational feasibility of implementing the Precision Attract-and-Kill (PAK) System for coffee pest management.

🎯 Overview

The PAK System represents a transformative approach to Coffee Berry Borer (CBB) management, combining optimized semiochemical lures with the entomopathogenic fungus Beauveria bassiana. This interactive platform allows stakeholders to:

• Analyze farm-level ROI and financial projections

• Evaluate network-wide impact across multiple farmers

• Generate comprehensive feasibility reports

• Access technical specifications and implementation details

✨ Features

🚜 Farm Analysis

• ROI Calculator: Input your farm size and receive detailed financial analysis

• Comparison Charts: Visual comparison of infestation rates, yields, costs, and profits

• 5-Year Projections: Long-term financial forecasting

• Customizable Scenarios: Analyze different farm sizes and conditions

🌍 Network Analysis

• Farmer Network Impact: Analyze aggregate impact across multiple farmers

• Per-Farmer Metrics: Calculate benefits for individual farmers within the network

• Sustainability Metrics: Track environmental and livelihood benefits

• Network Visualization: Charts showing cost breakdown and profit distribution

📊 Detailed Reports

• Feasibility Reports: Publication-ready reports for stakeholder presentations

• Executive Summaries: Key findings and recommendations

• Technical Specifications: Complete system details

• Risk Assessment: Identified risks and mitigation strategies

• Implementation Roadmap: Phase 1, 2, and 3 timelines

ℹ️ System Information

• Active Ingredients: Semiochemical lures and biological agents

• Application Methods: Drone/UAV and backpack sprayer options

• Performance Metrics: 90%+ efficacy, 33% cost reduction, 50% labor reduction

• Safety & Compliance: Organic certification and environmental safety

• Business Model: IPM-as-a-Service pricing and adoption strategy

🔢 Key Metrics

Metric Current IPM PAK System Improvement Infestation Reduction 50-90% 90%+ 0-40% Cost per Hectare S$150 S$95 33% savings Labor Hours per Hectare 16 hours 8 hours 50% reduction Annual Profit (5 ha) S$2,250 S$3,750 67% increase Payback Period N/A <12 months

💰 Financial Example

For a 5-hectare farm:

Current IPM Approach:

• Annual Cost: S$750

• Annual Revenue: S$3,750

• Annual Profit: S$3,000

PAK System Approach:

• Annual Cost: S$475

• Annual Revenue: S$3,937.50

• Annual Profit: S$3,462.50

Improvement:

• Cost Savings: S$275/year

• Revenue Increase: S$187.50/year

• Profit Improvement: S$462.50/year (15% increase)

🚀 How to Use

1. Select a Tab: Choose between Farm Analysis, Network Analysis, Detailed Report, or System Information

2. Enter Parameters: Use sliders to input farm size, number of farmers, or projection period

3. Click Analyze: Generate calculations and visualizations

4. Review Results: Examine charts, metrics, and detailed analysis

5. Generate Reports: Create publication-ready reports for presentations

📋 Implementation Timeline

Phase 1: Proof of Concept (2026)

• Duration: 12 months

• Investment: S$6,500

• Location: Vietnam

• Deliverables: Field trial validation, efficacy data, cost-benefit analysis

Phase 2: Expansion & Standardization (2027)

• Duration: 12 months

• Investment: S$12,500-15,000

• Locations: Indonesia, Papua New Guinea

• Deliverables: Formulation adaptation, expanded trials, standardized protocols

Phase 3: Commercialization (2028+)

• Model: IPM-as-a-Service

• Pricing: S$5-10/bag post-harvest fee

• Scalability: Global rollout across ECOM network

🔬 Technical Specifications

Active Ingredients

• Semiochemical Lure: Optimized blend of CBB aggregation pheromone and host volatiles

• Biological Agent: Beauveria bassiana (entomopathogenic fungus)

• Formulation: Micro-encapsulated paste/gel for weather resistance

Application Methods

• Drone/UAV: Automated spot-spraying for estates and farmer clusters

• Backpack Sprayer: Semi-automated application for individual smallholders

• Frequency: 2-3 applications per season during peak CBB activity

Safety & Compliance

• ✅ Organic Certification: Fully compliant (Rainforest Alliance, 4C, etc.)

• ✅ Environmental Impact: No harm to pollinators or beneficial insects

• ✅ Biodiversity: Supports regenerative agriculture practices

• ✅ Regulatory: Aligns with international standards

📊 Data Sources

All calculations are based on:

• Field trial data from ECOM demo plots in Vietnam

• Published research on Beauveria bassiana efficacy

• Regional labor cost data (S$5/hour)

• Current coffee market prices (S$2.50/kg)

• Baseline infestation rates (41% in untreated fields)

🛠️ Technology Stack

• Framework: Gradio 4.26.0

• Backend: Python 3.9+

• Visualization: Matplotlib, NumPy, Pandas

• Deployment: HuggingFace Spaces

📱 Browser Compatibility

This platform works on:

• ✅ Chrome/Chromium (latest)

• ✅ Firefox (latest)

• ✅ Safari (latest)

• ✅ Edge (latest)

• ✅ Mobile browsers (iOS Safari, Chrome Mobile)

🤝 Support & Feedback

For questions, feedback, or technical support:

1. HuggingFace Discussions: Use the space discussions feature

2. Direct Contact: Reach out to the development team

3. Bug Reports: Report issues through the platform

📚 Additional Resources

• Project Proposal: Comprehensive project proposal document

• Presentation Slides: 10-slide presentation with visual assets

• Speaking Script: 1-minute elevator pitch script

• Landing Page: Professional marketing website

📄 License

This platform is provided as-is for evaluation and demonstration purposes.