313 | The things you must know before starting to build any AI automation, but nobody would tell you with Kevin Williams

Episode notes

What happens when your shiny new AI ecosystem becomes a tangled web of confused databases, exposed client information, broken automations, and weekend-consuming technical rabbit holes? You do not need more AI tools. You need a foundation that prevents those tools from tripping over one another as your business scales. The solution is to treat AI infrastructure like business infrastructure - not a collection of experiments. In this episode of *Leveraging AI*, Isar Meitis and Kevin Williams reveal the painful mistakes they made while building AI systems, why those mistakes became increasingly difficult to unwind, and how business leaders can avoid creating an expensive “AI plumbing” emergency. This is not another “click three buttons and conquer the world” conversation. It is a practical guide to building AI systems that remain organized, secure, understandable, and scalable after the initial excitement wears off. Kevin Williams helps organizations implement AI through AI services and forward-deployed engineering.

Related episodes across the Index

Other episodes covering the same guests and topics, from across The B2B Podcast Index.

• How AI Is Rewriting the Rules of Cybersecurity | Truffle Security & SocketAI + a16z · on Artificial intelligence95 / 100
• The Race to Build the Next Trillion-Dollar AI Chip CompanyTechSurge: Deep Tech Podcast · on Artificial intelligence90 / 100
• Less about Models; More about ArchitecturePractical AI · on Artificial intelligence85 / 100
• Code Review Is a Taste Problem | David Poll ⁨@GitHub⁩Hangar DX Podcast · on Artificial intelligence81 / 100
• The Content Management System Landscape with Matt GarrepyRunAs Radio · on Artificial intelligence80 / 100
• The Robot Is Waiting on Your Data.AI Proving Ground Podcast · on Artificial intelligence78 / 100

• 321 | How to Build an AI App Without Coding: From Idea to App Store with Replit & Claude by Bryce Rattner Keithley80 / 100
• 305 | Mastering AI Automation: Custom GPTs to Agents with Isar Meitis52 / 100
• 304 | Chat is dead... long live agents - 99.8% of tokens used by OpenAI are now agentic (Codex), Google stock down 7.2% on top researchers departure, AI is transforming healthcare, and more AI news for the week of June 26, 202669 / 100
• 303 | From ChatGPT to Codex: How AI Agents Are Transforming Marketing and Business Operations with Dan Sanchez80 / 100
• 302 | ChatGPT 1B user milestone but slips below 50% market share, GLM 5.2 takes the lead in coding, Microsoft CoPilot Cowork now available, and more AI news for the week ending on June 19 202665 / 100