In this episode of the AI Monetisation Podcast, Jayeeta Putatunda, Lead Data Scientist and Director - AI Center of Excellence at Fitch Group, joined Co-founder Binny Mathews, to discuss how financial institutions can successfully evaluate and generate ROI from GenAI initiatives.

Guest Background: A recognized AI leader and NVIDIA Enterprise Platform Advisor, Jayeeta has been named to the AI 100 for GenAI and honored among the Top 25 Visionary Women in FinTech AI. At Fitch Ratings, she leads strategic AI efforts, balancing cutting-edge innovation with the rigors of regulatory finance.

What’s Inside?

• How to evaluate and prioritize high-ROI GenAI use cases in finance
• Building structured GenAI pipelines: From PDF chaos to productivity
• The art of combining causal analysis and LLMs for quantitative accuracy
• Crafting custom evaluation frameworks with business alignment
• Buy vs. Build: Navigating third-party solutions vs. internal development

Key Takeaways:

1. Document processing and customer service are the biggest GenAI ROI drivers in finance

2. Start simple: Evaluate models incrementally and build from real business problems

3. Use SME-guided few-shot learning and lightweight fine-tuning for enterprise accuracy

4. Define evaluation and ROI metrics before building any solution

5. Focus on explainability and expectation-setting to gain business trust and adoption

This episode is essential listening for data science and business leaders looking to implement GenAI solutions in finance with a clear ROI and strong business alignment!

For full show notes, visit- https://bit.ly/44LTTqL

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