# Ep. 22: Can a Credit Score Be Compassionate? Page: https://stenobird.com/podcast/the-making-finance-work-for-women-podcast-6979996/ep-22-can-a-credit-score-be-compassionate Text version: https://stenobird.com/podcast/the-making-finance-work-for-women-podcast-6979996/ep-22-can-a-credit-score-be-compassionate.md Podcast: [The Making Finance Work for Women Podcast](https://stenobird.com/podcast/the-making-finance-work-for-women-podcast-6979996) Published: 2025-04-29T17:43:51+00:00 Episode link: https://makingfinanceworkforwomen.podbean.com/e/ep-22can-a-credit-score-be-compassionate/ Audio file: https://mcdn.podbean.com/mf/web/pk5behvruwf5tsay/MFWW_Ep22_Audio9auce.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-making-finance-work-for-women-podcast-6979996/episodes/ep-22-can-a-credit-score-be-compassionate Duration seconds: 2666 ## Resource Can a credit score be compassionate? What if lenders could see a climate shock coming—and adjust your repayment plan before it hits? In this episode of Making Finance Work for Women, we sit down with Puneet Gupta, CEO of Kaleidofin, to talk about a breakthrough in credit scoring that blends cutting-edge machine learning with human-centered design. Through a recent collaboration with Women’s World Banking, Kaleidofin tested an innovative model that uses climate disaster data to predict repayment risk—leveraging AI to anticipate financial stress before it becomes unmanageable. The goal? Not just to protect lenders, but to shield women borrowers from over-indebtedness before it starts. We explore how this new approach could allow financial service providers to pause or adjust repayment plans in anticipation of shocks, rather than reacting after the damage is done. If the future of finance is digital, this episode proves it can also be deeply empathetic. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-making-finance-work-for-women-podcast-6979996/episodes/ep-22-can-a-credit-score-be-compassionate/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-making-finance-work-for-women-podcast-6979996/ep-22-can-a-credit-score-be-compassionate.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.