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A Product Manager's take on AI-driven Risk Management


by Narendhira Chandraseharan August 7th, 2025

As a product manager, I've seen major shifts driven by generative AI in the risk management space. It's a shift that is transforming everything from financial services to e-commerce and autonomous vehicles. I believe a siloed, reactive approach with a compliance-first mentality doesn't cut it anymore.

As a product manager, I've seen major shifts driven by generative AI in the risk management space. It's a shift that is transforming everything from financial services to e-commerce and autonomous vehicles. I believe a siloed, reactive approach with a compliance-first mentality to risk management doesn't cut it anymore. There have been multiple failures that can be attributed to this approach in the past.

In 2016 Wells Fargo “Fake Accounts” scandal, the company’s risk management approach was designed to meet compliance and regulatory checklist. This led to a toxic sales culture ...


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