Python SDK for Scope3 AI API

USEEIO-based Scope 3 disaggregation: sectors, tiers, scopes + interactive sunburst

Graph Neural Network framework for mapping and predicting Scope 3 supply chain emissions using supplier relationship graphs, GNN-based attribution models, and automated carbon footprint tracing.

LLM-powered pipeline for automated GHG Protocol emissions factor classification, retrieval, and matching using Transformers, RAG, and FastAPI

OpenGHG — a flexible, actionable and reliable open‑source foundation for the future of carbon accounting.

Logistics carbon footprint calculator per shipment and lane

Supply chain carbon footprint Scope 1-2-3 calculator per product

Real-time IoT data ingestion and streaming pipeline for Scope 3 carbon accounting using Apache Kafka, Spark, and PostgreSQL

Carbon offset portfolio optimizer balancing cost, quality, and permanence

Carbon border adjustment mechanism (CBAM) tax impact calculator

Python library for corporate GHG inventories (Scopes 1–3) following GHG Protocol. Mexican context: INECC 2023 emission factors, SEMARNAT fleet data, Excel + HTML report generation.

Carbon neutral logistics pathway planner with offset strategies

Transport carbon footprint all modes

Supply chain emissions reduction pathway planner with SBTi targets

Interactive Scope 3 emissions reporting and visualization dashboard with real-time carbon analytics, CSRD/SEC-compliant reports, supplier emissions heatmaps, and decarbonization progress tracking

Scope 3 GHG emissions tracking across upstream and downstream SC