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Episode: AI-Driven Decision Systems in Financial Services

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12 Minutes on Building Better Decisions with AI in Financial Services

In this episode of GydeBites, host Prasanna Vaidya speaks with Yuvraj Shiv Kumar on what it takes to turn AI from a productivity tool into a decision-making advantage. Yuvraj shares why the strongest AI systems are built on proprietary data, repeatable decision frameworks, and governance from day one.

The conversation explores the risks of overreliance on AI, why many pilots fail to scale, and how financial institutions can embed intelligence directly into everyday workflows.

This episode is a must-listen for leaders looking to build AI systems that people can trust when decisions matter most.

Questions covered in this episode:

How do we define AI-Driven Decision Systems in financial services?

How do these systems improve decision speed and accuracy?

Which use cases benefit most from AI-driven decision systems?

What risks come with AI-driven decision systems?

What does it take to scale systems across the organization?

Meet the Speaker

Yuvraj Shiv Kumar

Head of Product, Carbon Arc

With over 10 years of experience across financial services and management consulting, Yuvraj Shiv Kumar brings a non-traditional path to Product in the age of AI, shaped by the decision systems people rely on every day.

Yuvraj Shiv Kumar

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