Most companies deploying AI models right now cannot prove what's actually running in production. Jesse Williams, Co-founder and COO of Jozu and former VP at Docker, built infrastructure that cuts model audit compilation from three weeks to seconds while solving the security gap keeping enterprise teams awake at night. In this episode of Lead with AI, Dr. Tamara Nall speaks with Jesse about the moment defense contractors discovered their ML pipeline had no single source of truth, how a malicious prompt change slipped into AWS developer tools unnoticed, and why KitOps packages everything into cryptographically signed artifacts. Jesse shares how one team wasted 80 developer hours creating audit logs that Jozu now generates automatically, why infrastructure-level ethics matter more than model guardrails when a Chevy chatbot sold a car for one dollar, and his prediction that we'll soon see the first billion-dollar company run by 10 people as AI levels the playing field globally.
Want to experience secure AI deployment? Visit jozu.com and kitops.org to access the open source framework and enterprise platform making ML governance automatic.
#AIGovernance #EnterpriseAI #AIInfrastructure #DevOpsAI #LeadWithAI #FutureOfAI #AIMissionControl #ModelOps #ResponsibleAI #TechInnovation #OpenSourceAI

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Website: https://tamaranall.com/
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Website: https://jozu.com/

Lead With AI

Tamara Nall

Former Docker VP Reveals the AI Security Gap Costing Teams 80 Hours

DEC 9, 2025-1 MIN
Lead With AI

Former Docker VP Reveals the AI Security Gap Costing Teams 80 Hours

DEC 9, 2025-1 MIN

Description

Most companies deploying AI models right now cannot prove what's actually running in production. Jesse Williams, Co-founder and COO of Jozu and former VP at Docker, built infrastructure that cuts model audit compilation from three weeks to seconds while solving the security gap keeping enterprise teams awake at night. In this episode of Lead with AI, Dr. Tamara Nall speaks with Jesse about the moment defense contractors discovered their ML pipeline had no single source of truth, how a malicious prompt change slipped into AWS developer tools unnoticed, and why KitOps packages everything into cryptographically signed artifacts. Jesse shares how one team wasted 80 developer hours creating audit logs that Jozu now generates automatically, why infrastructure-level ethics matter more than model guardrails when a Chevy chatbot sold a car for one dollar, and his prediction that we'll soon see the first billion-dollar company run by 10 people as AI levels the playing field globally.

Want to experience secure AI deployment? Visit jozu.com and kitops.org to access the open source framework and enterprise platform making ML governance automatic.

#AIGovernance #EnterpriseAI #AIInfrastructure #DevOpsAI #LeadWithAI #FutureOfAI #AIMissionControl #ModelOps #ResponsibleAI #TechInnovation #OpenSourceAI

Follow or Subscribe to Lead with AI Podcast on your favorite platforms:

Website: LeadwithAIPodcast.com | Apple Podcasts: Lead-with-AI | Spotify: Lead with AI | Podbean: Lead-with-AI-Podcast | YouTube: @LeadWithAiPodcast | Facebook: Lead With AI | Instagram: @leadwithaipodcast | TikTok: @leadwithaipodcast | Twitter (X): @LeadWithAi

Follow Dr. Tamara Nall:

LinkedIn: @TamaraNall | Website: TamaraNall.com | Email: [email protected]

Follow Jesse Williams: LinkedIn: @JesseWilliams1

Follow Jozu: Website: Jozu.com