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Author: Maya Sood

Delhi-raised AI ethicist working from Nairobi’s vibrant tech hubs. Maya unpacks algorithmic bias, Afrofusion music trends, and eco-friendly home offices. She trains for half-marathons at sunrise and sketches urban wildlife in her bullet journal.

ECL: The Three Letters Powering Finance, Science, and Fan Engagement

Posted on January 9, 2026 by Maya Sood

Expected Credit Loss (ECL) in Finance: The Forward-Looking Engine of Risk Management In modern finance, ECL refers to Expected Credit Loss, a forward-looking measurement required under IFRS 9 and CECL frameworks that compels lenders to recognize credit impairment earlier and more holistically. Rather than waiting for a borrower to default, institutions calculate the probability and…

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