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The Bhairav Show

Technical podcast episodes with engineers, founders, and systems thinkers working across AI architecture, autonomous agents, cloud security, infrastructure, and production-grade enterprise systems.

AI ArchitectureCloud SecurityAutonomous AgentsDeep Tech

LLMs, Enterprise Search, and the Future of Information Retrieval with Vikram Srinivasan cover image

Episode 14Podcast

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Jun 30, 2026Podcast

LLMs, Enterprise Search, and the Future of Information Retrieval with Vikram Srinivasan

With Vikram Srinivasan

The Bhairav Show: Suhas Bhairav sits down with Vikram Srinivasan, Founder of needl.ai, to discuss large language models, enterprise search, semantic retrieval, conversational interfaces, retrieval quality, knowledge graphs, distributed systems, enterprise AI adoption, and what separates an impressive AI demonstration from a production-grade information discovery system.

Enterprise SearchLarge Language ModelsSemantic SearchConversational Search

Human in the Loop AI

With Suhas Bhairav

In this solo episode of The Bhairav Show, Suhas Bhairav explains why human approval steps are essential when companies deploy AI agents. The episode explores how businesses can distinguish between low-risk tasks that may be automated and high-risk actions that should require human review, oversight, and accountability.

Human-in-the-Loop AIAI AgentsAI GovernanceAI Approval Workflows

Production AI Systems, AI Agents, and Why AI Projects Fail with Dr. Oliver Borchers

With Dr. Oliver Borchers

The Bhairav Show: Suhas Bhairav sits down with Dr. Oliver Borchers, Head of AI Engineering at IU Group, to discuss production AI systems, AI agents, system architecture, AI evaluation, technical leadership, build-versus-buy decisions, and why many AI initiatives fail before they reach production.

Production AI SystemsAI Project FailureProduction-Ready AI AgentsAI System Architecture

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