Systems for AI
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Systems thinking for AI teams Booking Q3 2026 · 2 spots

Build AI products
that scale.

You're shipping AI products fast. Without systems thinking, you'll hit chaos. Learn the design-system approach that keeps AI teams moving — and scaling.

+40%
feature velocity
10×
model iteration speed
−50%
onboarding time
AI architectureDesign systemsScaling patternsDecision recordsTeam structureGovernance AI architectureDesign systemsScaling patternsDecision recordsTeam structureGovernance
What you get

Outcomes over features.
Systems over chaos.

AI architecture guidance

Design systems that scale as your model, data, and team grow. Real decisions, real constraints.

Ship faster

Less rework. Clear patterns. Your team ships features instead of firefighting.

1:1 Mentorship

Sessions with Alex on your specific challenges — architecture decisions, scaling patterns, team structure.

Self-paced courses

Design Systems for AI Products. Build and iterate in your own time with real case studies.

The thesis

Systems thinking prevents chaos, speeds iteration, and scales teams. The difference between an AI product that compounds and one that collapses is rarely the model — it's the system around it.

01 / PREVENT

Chaos doesn't scale

Unclear patterns slow every new engineer and every new feature. Systems make the right thing the easy thing.

02 / SPEED

Iterate without fear

Abstract the model layer and your product stops breaking every time the model changes. Iteration becomes routine.

03 / SCALE

Teams stay aligned

Explicit frameworks and decision records keep 40+ engineers building one product, not forty diverging ones.

Mentorship

High-touch, when it matters.

Direct, data-anchored guidance — not marketing. Bring a real decision, leave with a clear path.

Building an AI product and hitting architectural decisions
Scaling your team and need systems thinking
A founder or product lead — not marketing or sales

Deep dive

1 HR · ASYNC + SYNC

Share context, get an async write-up, then a focused 1-hour call.

$500

Quick review

30 MIN · SYNC

Direct feedback on a specific decision. Fast, sharp, useful.

$200

Team workshop

2 HRS

Get the whole team aligned on systems thinking in one session.

$1,200
MOST POPULAR

Monthly retainer

4 SESSIONS / MO

Ongoing architectural guidance as you scale. The compounding option.

$1,800/mo
Courses

Build what you learn.

Each course has real deliverables — a framework, a manual, a decision record. Not just theory.

8 WEEKSFlagship

Design Systems for AI Products

Principles, components, documentation, and governance — the full system for products built on models.

6 WEEKS

Scaling AI Teams

Team structure, communication, and decision frameworks for groups that are growing fast.

4 WEEKS

AI Architecture Fundamentals

AI systems design, the decisions that matter, and the patterns that hold up under scale.

INCLUDED WITH EVERY COURSE Video lessons Case studies Real code examples Community Discord Lifetime access Certificate
Work / Case studies

Real teams. Real metrics.

CASE 01

AI Data Platform

FOUNDING TEAM OF 4 → 15 · SERIES A

Challenge. Scaling without chaos. New engineers slowed by unclear patterns.

Learning. Systems aren't about perfection — they're about consistency.

RESULT — DESIGN SYSTEM BUILT IN {{ c1w }}
{{ c1v }}
feature velocity
{{ c1o }}
onboarding time
CASE 02

AI Infrastructure Company

40+ ENGINEERS · MULTIPLE TEAMS

Challenge. Teams diverging on architecture. Reliability issues. Incident patterns exposed gaps.

Learning. Explicit frameworks and decision records are required at scale.

RESULT — SHARED PATTERNS + DESIGN REVIEWS
{{ c2 }}
architecture debt
CASE 03

AI Product Startup

8 ENGINEERS · MVP PHASE

Challenge. Product coupled to model version. Model changes blocked the entire team for 3 weeks.

Learning. AI products need graceful model change. Abstraction is key.

RESULT — ABSTRACTED MODEL LAYER
{{ c3i }}
model iteration
{{ c3t }}
integration time

"We went from chaotic feature branches to a coherent design system in 6 weeks. It changed how our team ships."

JP
Jordan Park
Co-founder

"Alex thinks in systems. That mindset is rare. He helped us architect a platform that actually scales."

PC
Priya Chen
Head of Product
Essays

Weekly thinking on scaling AI products.

Systems, architecture, and the decisions that compound. No hype — just what works.

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