2022, Blog, Categorization and ESG - Artificial Intelligence Zone

Accelerating scope 3 emissions accounting: LLMs to the rescue

IBM Journey to AI blog

MARCH 27, 2024

This article explores an innovative way to streamline the estimation of Scope 3 GHG emissions leveraging AI and Large Language Models (LLMs) to help categorize financial transaction data to align with spend-based emissions factors. Why are Scope 3 emissions difficult to calculate? more emissions than their operational emissions.

ESG

ESG Categorization Large Language Models NLP

SEC’s climate disclosure rule proposal explained

IBM Journey to AI blog

JUNE 1, 2023

The SEC supported by ESG reporting software IBM Envizi’s existing suite of ESG reporting solutions are well placed to support SEC’s proposed rules announced in March 2022, by supporting organizations to meet stringent ESG reporting commitments within an auditable, single system of record built on the GHG Protocol.

Explainability

Explainability ESG Categorization

Artificial Intelligence Zone

Accelerating scope 3 emissions accounting: LLMs to the rescue

SEC’s climate disclosure rule proposal explained

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