ETHAN STUART
  • Work
  • Writing
  • About
Open to conversation
ES
  • LinkedIn
  • Substack
  • GitHub
© 2026 Ethan Stuart · Built with Next.js
NexusWatch — Geopolitical Intelligence·The Composer — Multi-Agent Editorial·Product OS — Spec-as-code·Zero to Ship — AI Course Platform·Senior Manager · Data & AI Products · Disney Studios·NexusWatch — Geopolitical Intelligence·The Composer — Multi-Agent Editorial·Product OS — Spec-as-code·Zero to Ship — AI Course Platform·Senior Manager · Data & AI Products · Disney Studios·
ABOUT
“The gap between managing data and actually building with it is closing fast. I've spent my career working on both sides of that wall — and I think that's the only place worth being right now.

Most product leaders manage. I run AI-native product teams and I ship real software. The combination is the point.

Senior Manager, Data & AI Products and Analytics Engineering at Disney Studios — leading a 17-direct & matrix-report team within a 45-person data & AI product engineering organization across 5 studio groups serving 500+ downstream users. Briefing the CTO and President of Studio Technology monthly. Co-leading three enterprise AI task forces spanning product, program management, and data.

I joined Disney and quickly moved into senior-leader scope. That's not a timeline I planned — it's how I work.

In parallel: Stuart Ventures. Eight production-grade software products built solo. Geopolitical intelligence, multi-agent editorial infrastructure, spec-as-code tooling, AI education, systematic trading, lending intelligence, CRE data infrastructure. All shipping. All real.

AI is what makes the combination possible — I'm not working twice as hard, I'm working differently.

Ethan Stuart
Currently
Senior Manager · Data & AI Products · Disney Studios — 17 direct, 45-person org
Open to
Director / VP — AI Product Leadership
Domain
Data & AI — enterprise + solo
Newsletter
The Data Product Agent
IMPACT

What it's added up to.

~50%
Spec-to-Shipped Cycle-Time
Disney Studios · Jira, 6-month rolling. AI-native operating model + agent-augmented PM workflows.
100%
PM AI Adoption · Telemetry-Tracked
AI coding tools as standard across the org. Adoption measured, not assumed.
5
PMs Mentored Beyond Direct Org
Cross-org coaching across Disney Studio Technology. Contractor-to-FTE conversions + direct-report growth into expanded scope.
80%
YoY Loyalty Growth · Yum CDP
MMM-attributed. CDP rollout across Yum brands. 7,000+ operators served through in-store reporting + regional dashboards.
CAREER ARC

Where I've worked.

  1. 2018 – 2021
    Pacific Urban Investors
    Senior Investment Analyst
  2. 2021 – 2022
    Sprout Mortgage
    Manager, Strategic Analytics & Products
  3. 2022 – 2023
    Capital Group
    Product Manager, Data Products
  4. 2023 – 2025
    Taco Bell
    Staff PM → Portfolio Manager
  5. 2025 – Now
    Disney Studios
    Sr. Manager · Data & AI Products
  6. Now →
    Director / VP
    AI Product Leadership
PHILOSOPHY

How I work.

01
Build to understand, not just to ship.
Shipping is the forcing function. Understanding is the compounding asset.
02
Clarity is the product.
Most product debt is decision debt. Make the decision, document it, move.
03
The org is part of the system.
Technical decisions are organizational decisions in disguise.