Vicky Zhao

Build AI operating systems that embed your expertise

Most AI advice says “let AI do the work.” We focus on the right work, with your judgment, so expertise compounds. 3 weeks. 3 real workflows.

ex-Google/LEK, AI x PKM + frameworks

Google

L.E.K. Consulting

Oliver Wyman

Morgan Stanley

University of Alberta

Helping non-technical leaders build framework-powered AI operating system

Build the AI system that works at the level of your judgment.If you can't articulate your judgment, you can't delegate it. Not to a person. Not to an AI.That's why the output keeps coming back average. You already use LLMs. What you don't have yet is a system to get your judgment into the machine.Most AI courses make you faster at producing work you then have to fix. Getting output good enough to put your name on is where everyone stalls. It isn't about which button to press. It takes real thinking and the right frameworks to pull your expertise out of your head and into a system AI Agents (like Claude Code and Codex) can use.That's what we build together in 3-week: an AI Agent operating system that holds your standards, so the output defaults to your bar, not the internet's. (I'll demo with Claude Code!) Not prompts. Not hacks. You'll build a foundational system that is repeatable and frees your hours for the thinking only you can do.You'll leave with 1 agentic system and 3 workflows, built on your actual work.The goal isn't to make you technical. It's to make AI Agents like Claude Code useful at the level of your expertise. AI as your wings, not your crutch.

Your expertise is the edge.



1/ Workflow 1: Your first useful workflow.

2/ Workflow 2: Extract your judgment.

3/ Workflow 3: Make it compound.

AI-forward leaders. You use LLMs, but agentic workflows feel new. You want a guided, non-engineer on-ramp into building with AI agents.

Domain experts and deep thinkers. Your judgment is still stuck in your head, so the AI output you get isn't good enough to use.

The operator, manager, or consultant. You manage too much busywork. You want workflows that free up time for strategic work only you can do.

Learn directly from Vicky Zhao

Vicky Zhao

Courses

Build an AI Agent operating system that embed your expertise

Lightning Lessons

Make Your AI Agent Think Critically: 3 md files + sub-agent