Does Data Location Still Matter? Jyothsna Santosh Jyothsna Santosh AI & Data Science Leader | Human-Centered Innovation | Banking, Retail & Healthcare | Shaping Scalable, Trusted Intelligence Systems July 31, 2025 Enterprises Can derive Value Without Moving Every Byte Enterprise data is everywhere, and often everywhere at once. It lives across: Legacy systems (IBM mainframes, […]
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From Chatbots to Colleagues: Building Multi-Agent LLM Systems That Think, Plan, and Collaborate Jyothsna Santosh Jyothsna Santosh AI & Data Science Leader | Human-Centered Innovation | Banking, Retail & Healthcare | Shaping Scalable, Trusted Intelligence Systems July 17, 2025 Introduction Large language models are more than just chatbots. With the right scaffolding, they become planners,
From A/B to Accountability: Rethinking Experimentation in Dynamic, Real-Time Systems By Jyothsna Santosh – AI & Data Science Leader | Human-Centered Innovation | Banking, Retail & Healthcare | Shaping Scalable, Trusted Intelligence Systems In the age of digital optimization, experimentation is everywhere—from headline tests on e-commerce pages to algorithmic recommendations in financial apps. But here’s
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Anonymize Everything, Then Activate Everything. Jyothsna Santosh Jyothsna Santosh AI & Data Science Leader | Human-Centered Innovation | Banking, Retail & Healthcare | Shaping Scalable, Trusted Intelligence Systems July 9, 2025 Picture this: your enterprise sits on a mountain of valuable data, customer behavior logs, transactional histories, engagement signals, flowing in from dozens of business
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