Solutions Accelerator Demo ESG

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이 솔루션 액셀러레이터에서는 Databricks 레이크하우스 플랫폼을 사용해 주어진 회사나 비즈니스 내에서 각종 투자 상품이 가지는 전체론적 ESG 영향을 좀 더 잘 파악하고 수량화함으로써 높은 수익성을 달성하고 평판 리스크를 완화하며, 고객과 주주 양측의 신뢰를 지키는 법을 알아봅니다.

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Notebook #1Notebook #2Notebook #3

리소스

Taking ESG from Buzzword to Reality with Data Analytics and AI

ESG Solution Sheet: Optimizing Environmental, Social, and Governance with Data + AI

Databricks 솔루션 액셀러레이터

Video transcript

ESG is a data and AI challenge. The world of ESG is highly unstructured by nature. If we look at the 40 most commonly disclosed policies, only 10 are metrics, and only 10 are hard numbers. The rest are purely policies, initiatives, mainly texts coming from different systems.

So how do we apply AI to quantify the unquantifiable and compare organizations in a much more data-driven way than a subjective score? And that feeds into many different use cases down the line, from responsible investing, to supply chain resilience, carbon footprint reduction and even reputational risk.

In the first series of notebooks, we show you how to extract those ESG initiatives from unstructured PDF documents using AI. And then bridge the gap between what a company says versus what a company does using alternative data. Applying that model on news analytics, on social media, to really bridge the gap, in a holistic view of an ESG practice for you to trust and act upon.

 

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