--- 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.