Building Enterprise AI

Agentic Coders
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Building Enterprise AI is a podcast about domain-specific LLMs, fine-tuning, and deploying AI systems in the enterprise. Hosted by Agentic Coders, each episode covers hands-on experience with agentic AI, LoRA and QLoRA training, deployment architectures on AWS, and the business case for machine intelligence. Real practitioners share what broke and how they fixed it. No hype. No theory.

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  1. AFLEVERING 1

    Why Your Enterprise Needs Its Own LLM

    Alex and Maya break down Abhijeet Patil's hands-on account of building a domain-specific LLM for the enterprise. Why do 88% of organizations use AI but nearly two-thirds haven't scaled it? How did a focused 7-billion parameter model hit 95% accuracy with near-zero hallucinations for $15 per training run? Topics covered: - The agentic AI storm and McKinsey's 2025 findings - The Pluribus Syndrome: why foundation models sacrifice depth for breadth - The CIO's dilemma: data privacy as the #1 barrier (IBM, 57%) - RAG vs fine-tuning: reference books vs muscle memory - DeepSeek's 7B model scoring 92.8% where GPT-4o managed 74.6% - QLoRA fine-tuning on a single GPU for $15 - The 77% data duplication gut punch Part 1 of the Building Enterprise AI series. Full article: https://agenticcoders.dev/articles/domain-specific-llms-part1.html #enterpriseAI #LLM #fineTuning #domainSpecificAI #QLoRA #agenticAI

    10 min.
  • 1 aflevering

Info

Building Enterprise AI is a podcast about domain-specific LLMs, fine-tuning, and deploying AI systems in the enterprise. Hosted by Agentic Coders, each episode covers hands-on experience with agentic AI, LoRA and QLoRA training, deployment architectures on AWS, and the business case for machine intelligence. Real practitioners share what broke and how they fixed it. No hype. No theory.

Informatie

  • Maker
    Agentic Coders
  • Afleveringen
    1
  • Seizoenen
    1
  • Beoordeling
    Veilig
  • Copyright
    © 2026 Agentic Coders. All rights reserved.
  • Website van aflevering
    Building Enterprise AI