Technology

Automating Credit Assessment in Commercial Loans with Document Intelligence

Background In the fast-paced world of commercial and industrial lending, banks face the ongoing challenge of efficiently and accurately assessing the creditworthiness of companies. The traditional credit assessment process involves meticulous manual work, requiring extensive analysis of financial statements, business models, industry dynamics, credit histories, collateral, and compliance postures. Credit and lending products, on average, […]

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Streamlining Green Loan and Sustainability-Linked Loan Assessments with AI-Powered ESG Disclosures Analysis

Background Following the release of the Paris Agreement, both Hong Kong and China have set ambitious climate targets to limit the increase of the global average temperature. As set out in Hong Kong’s Climate action plan, the government aims to lower emissions 36% by 2030 and achieve carbon neutrality by 2050. To this end, Hong

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How NLP can improve ESG Investing

Natural Language Processing (NLP) has the potential to improve ESG investing in a number of ways, from inventing alpha-generating tools to monitoring controversial risk across portfolios. Using NLP technology, investors may capitalize on the worldwide trend of ESG investment. Analytics might be generated by scanning web news, identifying entities, linking them to events, and then

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Leverage NLP to Unlock ESG Insights

Takeaways: Investors are increasingly conscious of the significance of environmental, social, and governance (ESG) issues when making investment decisions; the percentage of taking ESG into investment consideration rose from 61% to 72% between 2019 and 2021. Institutions such as the Global Reporting Initiative (GRI) and Task Force on Climate-related Financial Disclosures (TCFD) are creating guidelines

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