ESG Lens: 12 Weeks pilot

Capgemini Group

ESG KPIs and key insights using Gen AI and NLP models from structured plus unstructured data sources

ESG Lens is a comprehensive ESG reporting solution tailored for the financial services industry. It leverages AI technologies with Large Language Modelling and Historical Contextualization to provide transparent and reliable insights by standardizing both structured and unstructured ESG data from diverse sources, thus reducing risks associated with greenwashing and supporting informed business decisions.

ESG Lens, our Gen AI solution, leverages Azure AI and Power Platform services for comprehensive ESG reporting and AI-powered insights across structured and unstructured data. Our expert team guides customers in deploying and efficiently using technologies like Azure Open AI, Azure AI Search, Azure Machine Learning, Azure Document Intelligence, Azure PaaS, Power Pages, and Power BI.

Client challenges:

FS companies encounter challenges such as: Greenwashing and the heightened risks associated with it, Data inconsistencies due to lack of standardized ESG data, Regulatory scrutiny in the evolving ESG landscape.

Benefits:

ESG Lens offers financial institutions a range of benefits that include reduced risk exposure, cost-cutting through efficiency gains, and increased transparency in ESG reporting. The solution's key features (like the Consistency Lens, Sentiment Lens, Historical Lens, Benchmarking Lens and Reg Lens) enable the generation of uniform insights, historical context, benchmarking capabilities, and structured data readiness analysis against changing regulations, providing comprehensive ESG data for enterprise-wide use.

Differentiator:

ESG Lens differentiates itself through its unique features:

  1. Standardized taxonomy (Consistency Lens)
  2. Sentiment analysis (Sentiment Lens)
  3. Regulatory interpretation (Reg Lens)
  4. Historical context building (Historical Lens)
  5. Benchmarking (Benchmarking Lens) The integration of structured and unstructured data, coupled with Gen AI and NLP models, sets ESG Lens apart by providing a holistic view of ESG data, enabling financial institutions to mitigate biases and make well-informed decisions.

Why Capgemini?

Capgemini offers a cutting-edge solution in ESG Lens, addressing the critical challenges in ESG reporting faced by financial institutions. The company's commitment to transparency, reliability, and contextual insights, powered by advanced AI technologies, positions it as a trustworthy partner in navigating the complexities of responsible investing. With a rapid deployment timeline of 8 to 12 weeks for an initial pilot and a comprehensive set of features, financial institutions can choose Capgemini for a competitive edge in adapting to the evolving ESG landscape.

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