How to Build Evaluation and ROI Frameworks for GenAI in Finance with Jayeeta Putatunda (Fitch Ratings & NVIDIA Advisor)

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 financeBuilding structured GenAI pipelines: From PDF chaos to productivityThe art of combining causal analysis and LLMs for quantitative accuracyCrafting custom evaluation frameworks with business alignmentBuy vs. Build: Navigating third-party solutions vs. internal developmentKey Takeaways:1. Document processing and customer service are the biggest GenAI ROI drivers in finance2. Start simple: Evaluate models incrementally and build from real business problems3. Use SME-guided few-shot learning and lightweight fine-tuning for enterprise accuracy4. Define evaluation and ROI metrics before building any solution5. Focus on explainability and expectation-setting to gain business trust and adoptionThis 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/44LTTqLProjectPro helps you tackle your AI projects with ease. Upskilling the team for specific AI projects, collaborating with experts to co-build AI solutions, or opting for end-to-end project outsourcing, ProjectPro has you covered. With ongoing 1:1 support, enterprises can overcome roadblocks and seamlessly take their projects from PoC to production. Learn more- https://bit.ly/3IIEMFX

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