​Most companies are bolting AI onto outdated org structures and wondering why it's not working — we'll give you the tech, org design, and operating playbook to turn your company into an AI-native operation from the ground up. ​

Jack Dorsey and Sequoia's Roelof Botha recently said companies need to reorganize themselves as "intelligences" — replacing layers of middle management with AI coordination. Bold take. And honestly? They're probably right.

​But they left out the hard part: the execution.

​After 400+ interviews with leadership teams and two years building in this space, the Ambient team has learned that most companies just aren't set up to give AI the context it needs to actually work.

​That's where you get the most impact. And that's what this evening is about.

​We're running three concurrent tracks — choose your own adventure:

​Track 1: Tech The infrastructure, tooling, and context engineering that makes AI actually work at the team level. Not theory. Real stack decisions.

​Track 2: Org Design How roles, layers, and reporting structures need to evolve when AI handles coordination. What does your org chart look like when AI is doing the work of three middle managers?

​Track 3: Operating Model The behavioral and process changes — recording norms, communication clarity, tool standardization — how to create the context AI needs to drive org-wide gains. This is how companies become legible to AI.

​We'll take you beyond automating tasks, and help you rebuild how your company operates from the ground up.

​Come ready to think differently.

Leave with a playbook you can actually execute the next day.

This Vibe Camp workshop is presented by Ambient x Hustle Commons.

​​Meet Your Presenters

​Lawrence Coburn, CEO & Co-Founder, Ambient

​Lawrence Coburn is the CEO and Co-Founder of Ambient, the shared brain for AI-Native teams. Lawrence is a serial entrepreneur based in San Francisco, with a particular expertise in how AI will impact operating models. Prior to founding Ambient, Lawrence was the founding CEO of DoubleDutch, one of the fastest growing B2B companies of its era, and the market leader for mobile event technology. When he's not working, Lawrence can be found spending time with his wife and daughter in San Francisco's Mission District and playing competitive tennis.

​Taylor McLoughlin, Co-Founder & Head of Product, Ambient

​Taylor McLoughlin is the Co-Founder and Head of Product of Ambient, the shared brain for AI-native teams. Taylor’s work focuses on how AI changes the way companies operate. He works closely with leadership teams to apply AI to the business, drawing on his experience as a multi-time founder and former business operations leader. Outside of work Taylor competes on the water racing sail boats all around the world.

​
Brandon Catcho, CTO & Co-Founder, Ambient

​Brandon is Co-Founder and CTO of Ambient, the shared brain for AI-native teams, and has 20+ years of experience building enterprise grade software systems.  Prior to Ambient, Brandon was Principle Software Engineer at Cvent, and Staff Engineer at DoubleDutch.   Brandon is a musician by training, and when he's not building software, you can find him playing piano and composing music.​

​Who's Behind This?

​Hustle Commons

​​Hustle Commons is a no-BS library of the books, articles, videos, and events that move the needle for founders and investors, curated so you don't have to wade through the garbage. Good stuff only. We promise.

​​**By signing up for this free event, you agree to hear from us and our highly vetted, super amazing partners**

​Ambient

​Ambient is the shared brain for AI-native teams. It handles the context engineering your Claude, ChatGPT, or Gemini instance needs to work at its best, turning scattered meetings, email, and chat into organized, queryable intelligence.