EPISODE · Oct 28, 2025 · 35 MIN
Abhishek Mittal: How Agentic AI Fights Financial Crime — Even with Imperfect Data
from The CAIO Connect Podcast (Chief AI Officer Connect Podcast) · host Sanjay Puri
In this episode of CAIO Connect, host Sanjay Puri sits down with Abhishek Mittal, EVP and Chief Product & AI Officer at AML RightSource, for a deep and engaging conversation on how AI is transforming the fight against financial crime. From building AI systems that thrive on imperfect data to pioneering “digital FTEs,” Abhishek shares a pragmatic view of what it takes to make AI work in the real world — where innovation, governance, and human expertise come together to drive meaningful, enterprise-scale change. 💡 5 Key Takeaways: 🔹 AI with Imperfect Data: Why waiting for “perfect data” is a trap — and how to iterate your way to AI success. 🔹 Synthetic Data Evolution: How synthetic data is training smarter models and preparing them for unseen scenarios. 🔹 Financial Crime as a Global Issue: If financial crime were a country, it’d have the world’s 7th largest GDP — and AI could be its toughest opponent. 🔹 Digital FTEs & Agentic AI: How AI agents and human experts are working side by side to redefine efficiency and decision-making. 🔹 Innovation at Scale: Abhishek’s 5-step framework for turning bold ideas into commercial AI success. If you enjoyed this conversation, don’t forget to like, share, and subscribe for more insights from global AI leaders shaping the future of enterprise transformation. Resources Mentioned: https://www.linkedin.com/in/abhishek-mittal-7115348/
What this episode covers
In this episode of CAIO Connect, host Sanjay Puri sits down with Abhishek Mittal, EVP and Chief Product & AI Officer at AML RightSource, for a deep and engaging conversation on how AI is transforming the fight against financial crime. From building AI systems that thrive on imperfect data to pioneering “digital FTEs,” Abhishek shares a pragmatic view of what it takes to make AI work in the real world — where innovation, governance, and human expertise come together to drive meaningful, enterprise-scale change. 💡 5 Key Takeaways: 🔹 AI with Imperfect Data: Why waiting for “perfect data” is a trap — and how to iterate your way to AI success. 🔹 Synthetic Data Evolution: How synthetic data is training smarter models and preparing them for unseen scenarios. 🔹 Financial Crime as a Global Issue: If financial crime were a country, it’d have the world’s 7th largest GDP — and AI could be its toughest opponent. 🔹 Digital FTEs & Agentic AI: How AI agents and human experts are working side by side to redefine efficiency and decision-making. 🔹 Innovation at Scale: Abhishek’s 5-step framework for turning bold ideas into commercial AI success. If you enjoyed this conversation, don’t forget to like, share, and subscribe for more insights from global AI leaders shaping the future of enterprise transformation. Resources Mentioned: https://www.linkedin.com/in/abhishek-mittal-7115348/
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Abhishek Mittal: How Agentic AI Fights Financial Crime — Even with Imperfect Data
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