The AI in Business Podcast How Financial Services Are Balancing Automation and Flexibility - with Akhil Khunger of Barclays
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May 5, 2025 Akhil Khunger shares insights on how financial institutions are transforming stress testing and risk modeling with AI. The discussion highlights the benefits of modular and decoupled processes for faster regulatory compliance. AI-driven code generation and user-friendly APIs are enabling precise scenario analyses across complex portfolios. Plus, learn how global teams are utilizing AI to move away from outdated tech stacks, making business planning more efficient and flexible across various jurisdictions.
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Modular Models Speed Compliance
- Financial institutions are moving towards modular, decoupled financial models to comply with complex regulatory requirements faster.
- This architecture allows targeted runs on specific portfolios without rerunning entire models, speeding decision-making.
Use AI to Enable Modular Runs
- Use AI-powered code generation and additional scripting to enable flexible, modular model runs.
- Automate intermediate results to allow users to run focused scenarios without breaking the whole process.