Roundtable on Orchestrating the Future of Healthcare and Life Sciences with Data & AI

While 2024-25 was about “testing” Generative AI, 2026 is the year of Agentic AI—systems with embedded AI that can manage regulatory documentation, optimize clinical trials, and personalize patient engagement. Bangalore is an innovation hub in Data and AI.

Pillars and talk points:

1. Pillar 1: Architecting “Data Liquidity” – Focus: Eliminating silos and enabling real-time collaboration using Snowflake.
   1. The “Zero-Copy” Strategy: Moving from data replication to secure, cross-border access without physical movement (solving the DPDPA compliance vs. global speed paradox).
   2. Data Clean Rooms in R&D: Leveraging Snowflake Data Clean Rooms to co-innovate with Bangalore’s health-tech startups and hospitals while protecting patient PII.
   3. Multimodal Integration: Breaking the “PDF barrier” by using AI for documents to turn unstructured lab notes and clinical documents into queryable assets.
2. Pillar 2: Deploying Agentic AI (Beyond GenAI Pilots) – Focus: Shifting from “chatbots” to embedded AI agents that execute complex HLS workflows.
   1. The “HQ Twin” Model: How Bangalore is transitioning from support tasks to owning the lifecycle of AI Agents that help draft FDA filings and accelerate small molecule discovery.
   2. Agentic Regulatory Ops: Reducing submission timelines by 40% through AI agents that monitor global compliance shifts and update dossiers in real-time.
   3. Snowflake Cortex & Workflow Automation: Using built-in LLMs to bring intelligence directly to where the clinical data resides, ensuring security and low latency.
3. Pillar 3: The Talent & Value Paradox – Focus: Re-skilling the workforce for an “AI-First” delivery model.
   1. The Rise of the “Clinical Data Scientist”: Moving beyond pure coding to a workforce that understands clinical trial design and bioinformatics.
   2. ROI vs. Innovation: Measuring the success by “Value per Byte” and intellectual property (IP) creation rather than just headcount or cost savings.