Systems Intelligence: The AI Blind Spot Every Founder Must Fix

Han Kay

Systems Architect · Educator · Author

AI amplifies everything. Including what’s broken.

Most founders don't fail because of bad ideas, bad timing, or weak execution. They fail because they are operating without a coherent mental model for how complex systems actually work. They optimize one engine while starving another. They fix symptoms while the root cause compounds. They apply AI to broken processes and get faster broken processes. They hire smart people who all work in opposite directions.

This is not a talent problem. It's an architecture problem.

Karpathy calls the missing layer "agentic engineering." Hassabis calls it a "world model." Both point to the same gap. The Systems Intelligence Model (SIM) is what fills it—a complete design architecture for your venture, built to work coherently when everything moves fast and complexity compounds.

In 6 weeks, you'll see your venture as a designed system for the first time. Week 5 is the Apple Masterclass: a full deconstruction of Apple from 1976 to 2025—the mini-MBA case study that no MBA program teaches.

E.O. Wilson put it plainly: "We have stone-age emotions, medieval institutions, and god-like technology." The SIM is the bridge that closes the gap—not as a philosophy, but as a working architecture for your venture.

What you’ll learn

Stop fixing symptoms. Go from overwhelmed builder to systems architect: map, diagnose, and design AI into your venture with precision.

Identify your 4 Jump Engines (Product, Customer, Cash, Skills) and see exactly where value accumulates and where it leaks.
Apply the 4 Jump Drivers (Innovation, Governance, Interaction, Culture) to understand why your system behaves the way it does.
Build a complete Systems Architecture Map — the course's primary deliverable — for your own venture or organization.

Apply the 9 Universal Systems Laws to diagnose why your venture behaves the way it does — even when the cause isn't obvious.
Recognize the 6 System Archetypes — recurring failure patterns — before they compound. Know how to intervene at the structural level.

Identify exactly where AI creates leverage in your venture — and where it creates risk. Design AI as a layer on top of a coherent system.
Avoid the most common AI mistake: automating a broken process. Learn to fix the system first, then amplify it with AI.

Deconstruct Apple across 5 decades using the SIM. The same model explains their rise to $3.5T and why they're struggling with AI today.
Apply the same analytical lens to any company, team, or venture — including your own. A transferable skill, not Apple trivia.

Learn directly from Han

Han Kay

Contact

Systems Architect · Carnegie Mellon (MISM) · Triple Master's (MBA, MS) · 30+ yrs

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Who this course is for

Founders building a venture who feel complexity outpacing their mental model. You have pieces but no unified operating system.
Founders who hit their first real bottleneck and realized working harder isn't solving the structural problem underneath.
Founders deploying AI tools who keep getting disappointing results — because the system underneath was never designed to work coherently.

What's included

Live sessions

Learn directly from Han Kay in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

Community of peers

Stay accountable and share insights with like-minded professionals.

Certificate of completion

The SIM Practitioner Certificate — share your systems intelligence credential with your employer or on LinkedIn.

The Apple Masterclass

Week 5 is a full systems deconstruction of Apple — from the 1976 garage to $3.5T — using the SIM lens. The same model explains every era of Apple's history, including why they're struggling with AI right now. Originally 200 slides of primary research, updated through 2025.

5 weekly systems projects

Each week you build one component of your Systems Architecture Map — the course's primary deliverable. You leave with a complete, diagnosed, AI-integrated map of your own venture or organization.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.

Course syllabus

12 live sessions • 21 lessons • 5 projects

Week 1

Jul 26

The Systems Intelligence Model

Jul
26
Live Session 1 — The Universal Building Language (90 min)
Sun 7/265:00 PM—6:30 PM (UTC)
Jul
26
Live Session 2 — The Four Jump Engines (90 min)
Sun 7/266:45 PM—8:15 PM (UTC)

Asynch Lessons

4 items

Week 2

Jul 27—Aug 2

The Physics of Ventures

Aug
2
Live Session 3 — Universal Systems Laws (90 min)
Sun 8/25:00 PM—6:30 PM (UTC)
Aug
2
Live Session 4 — System Archetypes (90 min)
Sun 8/26:45 PM—8:15 PM (UTC)

Async Lessons

3 items

Schedule

Live sessions

3 hrs / week

Two 90-minute live sessions per week. Sessions combine teaching, live Q&A, small group exercises, and peer critique of weekly projects. Recordings available if you miss a session.

Sun, Jul 26
5:00 PM—6:30 PM (UTC)
Sun, Jul 26
6:45 PM—8:15 PM (UTC)
Sun, Aug 2
5:00 PM—6:30 PM (UTC)

Projects

2 hrs / week

One structured project per week that builds toward your own Systems Architecture Map. Designed to take 1–2 hours. Your project is reviewed and discussed in the following live session.

Async content

2 hrs / week

Pre-session readings from the Conscious Systems Playbook, short video primers, and the weekly Personal Systems Audit worksheet. Designed to take 2–3 hours per week. All async material is optional but strongly recommended.