3Q 2021 Investor Presentation
Innovation Enabled by Artificial Intelligence (AI)
Utilizing natural language processing (NLP) and machine learning (ML) across Moody's
external products and solutions
✓ mlfabric ™
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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
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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
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ESG
Leveraging in house NLP models to improve and
enhance coverage
» ESG score predictors using innovative
algorithms employed to enhance quantitative
and qualitative metrics
3Q 2021 Investor Presentation 77View entire presentation