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Investor Presentaiton

Innovation Enabled by Artificial Intelligence (AI) Utilizing natural language processing (NLP) and machine learning (ML) across Moody's external products and solutions » mlfabric T Extensible modular machine learning framework to accelerate & scale ML across the organization mlfabric™ enables cloud-based deployment leveraging reusable machine learning components and libraries developed by Moody's Accelerator >>> » MA Products QUIQspread: product capable of automating digitization and spreading of multilingual financial statements Award-winning Coronavirus, Compliance, KYC and Credit Adverse Media products use NLP to understand risks and gain insights from unstructured sources Ratings Research Using ML models to augment the capabilities of our analysts by: Predicting when issuers are likely to issue to improve outreach Regional and company peer analysis to compare debt issuance Anticipating future rating actions Al and NLP used to generate credit reports on ~6,000 municipal issuers Moody's | Better decisions » ESG Leveraging in house NLP models to improve and enhance coverage » ESG score predictors using innovative algorithms employed to enhance quantitative and qualitative metrics 2Q 2021 Investor Presentation 76
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