Building Enterprise AI

PODCAST · technology

Building Enterprise AI

Building Enterprise AI is a podcast about domain-specific LLMs, fine-tuning, and deploying AI systems in the enterprise. Real experience from practitioners, architects, and technology leaders. No hype. No theory. Just the things that broke and how they fixed them.

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    Brand Visibility Analyzer: How AI Search Engines Rank Your Brand

    Alex and Maya introduce the Brand Visibility Analyzer, now live on the Agentic AI Showcase. When travelers ask AI for hotel recommendations, which brands appear first? This tool scores brand visibility across five AI search engines: Perplexity, ChatGPT, Gemini, Claude, and Grok. Topics covered: - Why AI search visibility is the new battleground for brands - Live demo: dashboard, scoring, competitive ranking, citation gaps - Architecture: agentic research loop with Strands Agents SDK on AWS Bedrock AgentCore - Who this is for: SaaS companies and enterprises building AI search analytics The pattern works for any industry. Built for hospitality as a working reference. Full showcase: https://agenticcoders.dev #AIBrandVisibility #AgenticAI #AWSBedrock #SEOforAI #BrandMonitoring

  2. 2

    Why Your Enterprise Needs Its Own LLM — Fine-Tuning for $15

    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

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ABOUT THIS SHOW

Building Enterprise AI is a podcast about domain-specific LLMs, fine-tuning, and deploying AI systems in the enterprise. Real experience from practitioners, architects, and technology leaders. No hype. No theory. Just the things that broke and how they fixed them.

HOSTED BY

Agentic Coders

Produced by Manisha Patil

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