GHG Emissions Calculator

About the GHG Emissions Calculator

Mission

Enable AFRIMAT to establish itself as South Africa's construction materials sustainability leader through accurate emissions tracking, regulatory compliance, and customer transparency.

System Capabilities

  • Multi-material tracking: Cement (WBCSD Protocol), concrete, aggregates, lime, mining
  • Regulatory compliance: SAGERS, Carbon Tax Act, ISO 14064, WBCSD
  • Product footprints: EPDs and carbon data for customer specifications
  • AI integration: Ollama LLM for data extraction and natural language queries
  • Interactive dashboards: Plotly visualizations with drill-down
  • Science-Based Targets: SBTi-validated decarbonization pathways

Technical Stack

  • Backend: Flask (Python 3.11+)
  • Database: PostgreSQL 15
  • AI: Ollama (192.168.0.98:11434)
  • Visualization: Plotly
  • Containerization: Docker & Docker Compose

AFRIMAT Operations

  • R10 billion market capitalization
  • 3,875 employees across 8 provinces
  • 26 quarries, 21 batching plants
  • Cement operations (Lafarge acquisition April 2024)
  • 5 business segments: Construction Materials, Industrial Minerals, Bulk Commodities, Contracting, Future Materials