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Optimizing Life Sciences through AI Agents - Podcast with Subtl.ai

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ARC’s Industrial AI podcast with Subtl.ai on the theme “Optimizing Life Sciences through AI Agents”

In this episode, hosts Saurabh Sasidharan and Vikram Kalkat sit down with Vishnu Ramesh, founder of Subtl.ai, to explore how AI-powered document agents are transforming the life sciences industry.

Vishnu shares insights into the role of transformer-based models in streamlining processes like clinical trial operations and regulatory filings, where vast amounts of data and stringent privacy requirements create challenges. He highlights how AI can reduce overhead, enhance efficiency, and accelerate drug development timelines, potentially saving millions.

The discussion also covers the rise of domain-specific AI solutions, the impact of open-source advancements, and the growing trend of enterprises adopting external AI tools rather than developing in-house solutions. With AI rapidly evolving, startups like Subtl.ai are sharpening their focus on industry-specific applications, paving the way for smarter, more efficient workflows in life sciences.


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Founded in 1986, ARC Advisory Group is the leading technology research and advisory firm for industrial, energy, and infrastructure markets. We are globally-respected experts in operational technology (OT), information technology (IT), and engineering technologies (ET). Our operations-centric view gives us the unique ability to help our clients navigate the complex business issues inherent in industrial markets and increasingly digital and disrupted economies. ARC delivers the critical market guidance, data, and thought leadership needed to identify, create, and execute successful business strategy.


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