ESG KNOWLEDGE MAP · SYSTEMATIC ARCHITECTUREAbout Knowledge Map →

ESG Knowledge Map

A systematic 8-dimensional knowledge architecture guiding exporters and executives through empirical calculations and legal compliance.

Data Science & Emissions Modeling

Mathematical formulas for Scope 1, 2, and 3 emissions, mass balance calculation models, and ISO 14064 verification.

LegalTech & Regulatory Defenses

EU CBAM Article 9 tax offset mechanisms, CSDDD supply chain due diligence, and anti-greenwashing legal defense.

FinTech & Sustainable Banking

PCAF financed emissions frameworks, Sustainability-Linked Loan (SLL) KPIs, and green taxonomy alignment.

ClimateTech & Industrial Decarbonization

Heat recovery algorithms for metal smelting, renewable energy procurement, and carbon credit quality assessment.