SSSandeep Shivam

1. Article · Aug 10, 2026 · Sandeep Shivam

   Why Explainability Is A Core Requirement For AI In Financial Services (opens the original)

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   Sandeep Shivam is an Associate Director at Tavant, building AI-powered lending products that improve efficiency and customer experience. ​When I speak with leaders in banks and financial institutions, I often hear a version of the same question: How do we use large language models (LLMs) to move faster without creating new risks? While many financial services leaders agree that LLMs can clearly create value, the concern is whether institutions can trust them in environments where decisions, reco

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2. Article · Jul 15, 2026 · Sandeep Shivam

   Your AI Pilot Shipped. The Value Didn't. Here's Why (opens the original)

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   Sandeep Shivam is an Associate Director at Tavant, building AI-powered lending products that improve efficiency and customer experience. This is a common pattern in regulated AI programs: A pilot launches, demos well and gets celebrated. Six months later, no one knows its value, who owns it, or whether it still works as intended. By then, the team has already moved on to the next pilot. If you build or lead product and engineering teams in fintech, you've seen this. In August 2025, the Commonwea

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