Alisha Outridge

Keynotes · Workshops · Labs

Based in New York & Toronto

As seen on

Fast Company CNN SXSW Brown University Hunter College Music Business Association GDS Group AnitaB.org NAAAP Symphonic Distribution Beverly Hills Bar Association AI Furnace

AI is furniture. What's left to own is judgment & taste.I teach that — and the systems thinking to run it.

Hybrid CTO/CPO, patent-holder, professor. I've made these calls with real money on the line — at Meta scale, at 0→1 startup speed, in classrooms and boardrooms.

Speaking

One idea. Three doors in.

Keynotes for the future of work, media, education, and emerging tech. Every one runs on frameworks + toolkits I've built from real calls and shipped work, not theory — the workshops are where the room does the work itself.

Alisha Outridge speaking with a microphone on a warmly lit stagePhoto: Stolman Photography
TED Ignite Talks / Bitly HQ
Alisha Outridge presenting on designing for privacy at the Privacy Identity Innovation conferencePhoto: SweetRain Productions
01

Judgment & Taste vs AI

What's left to own when every competitor rents the same models. Most companies and people are building homes on rented land. We've seen this before.

Technology stopped being the differentiator a long time ago. I'll show you what replaced it, why that's good news, what you can practically do, and how systems thinking keeps you ahead when the tools change underneath you — in your career or your market.

Room leaves with: the 3 questions to ask, plus a prioritization framework for the next AI or new-tech investment — personal or company
Best forAny exec audience
Schools & institutions
Industry conferences
Conference mainstage
02

Foresight — how to arrive before the market does

How the digital, mobile, and platform waves broke, why incumbents missed every signal, and where the same tells are showing up right now. The more things change, the more we realize we're back in the 90s again. Seeing it early isn't intuition — it's a system: mapping what happened, the levers driving change, and how to predict the next one before it lands. Then you build where everyone else will end up in three years — and arrive first.

Room leaves with: their company or industry's disruption map and the 3 signals to watch this quarter
Best forBoards · C-suite
Exec offsites
03

What's Worth Learning & Hiring For Today

Gen X reskilled every 10–20 years. Millennials, every five. Now it's one to two — sometimes quarterly. The half-life of a skill is shorter than the time it takes to learn one, and in 2026 China deleted 12,200 degree programs and replaced them with AI. So what do you learn, and who do you hire, when the skills themselves are becoming furniture?

Room leaves with: what to learn now, and how to hire orchestrators instead of task-doers
Best forFuture of work · education
HR & talent summits

Every session is tailored — tell me which one and what your goals are.

The method

What is judgment & taste?

Judgment is knowing what's worth building and what to kill. Taste is knowing it before the data does.
Both are teachable. 11+ frameworks, 3 moves, and your room walks out with the systems to act before the window closes.

01 / SEE IT EARLY

Read the change before the headlines

Pattern-recognition for what actually shifts: cost, workflow, value chain, behavior, moats.

  • Six Disruption Levers
  • Multi-Horizon Scenarios
  • Competitive Terrain Map
02 / DECIDE WHAT'S WORTH IT

Target the right, defensible problem

The difference between an interesting problem, one someone will pay to solve, and one you can actually hold — before you spend two quarters on it.

  • Decision Value Stack
  • Problem Pressure Test
  • Build / Skip Matrix
  • Product Strategy Prioritization
03 / MAKE IT STICK

Turn your decisions into systems

Judgment that survives you and scales to your tools and teams, human or AI. How to make things happen once the decision is made and it's time to show results.

  • Signal Loop Canvas
  • Decision Architecture Map
  • Retention Engine
  • Strategic Priority Map
11+ frameworks & toolkits, two of them live interactive tools. Built in the field, at the bleeding edge — serial entrepreneur to Meta. 2+ exits, board member & operator, patents, and platforms from 0→1 to 500M+ users.
Try the live tools ↗

The teaching practice

~150/mo
Trained through the
AI Founder Playbook
MVP in 3
Sessions · from students
to founders, deck included
80%
Advanced their career
within 60 days
2+
Exits & liquidity events
FlyBy → Apple · KickApps · WHIM
Workshops & labs

Where the room does the work.

Not just lectures. Working sessions built on the frameworks & interactive toolkits — every one ends with something on the page that wasn't there when you walked in. Learn by doing the work.

Workshops · Labs · Webinars · Cohorts · 1:1 intensives · Custom curricula

Alisha Outridge leading an AI Founder Playbook masterclass at NY Tech Week — founders at tables with laptops and sticky notes
NY Tech Week 2026 · Masterclass

Stop Building AI Products No One Pays For

A rooftop masterclass, oversubscribed 8×. 100+ founders pressure-testing what's actually worth building before they build it.

Read the recap ↗
Alisha Outridge with her entrepreneurship class at Hunter College CUNY
Hunter College CUNY · Semester

Intro to Entrepreneurship

A full semester running the frameworks with undergrads building real products — the same tools the exec rooms get, taught end to end.

Alisha Outridge presenting to a room of professionals at a Byte&Chord session
NAAAP × Bank of America · Session

Career Paths in an AI-Driven World

A room of operators working through what AI actually changes about their jobs — and what to do about it on Monday.

Boardroom at a private executive offsite with leadership teams seated at long tables, Alisha Outridge's Byte&Chord name card in the foreground
Private exec offsite · Workshop

Strategic Foresight in the Age of AI

Half a day mapping an industry's disruption levers with the leadership team that has to act on them.

Book this session →

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In the press

On the record.

Selected press, podcasts, and stages. Scroll the reel.

Technical literacy isn't replacing the MBA. It's revealing what the MBA was actually selling: access. What's left now is operational execution.

Alisha Outridge · on the new MBA
Alisha Outridge and Nishant Bijani on The CTO Story — AI Is A Fork
Podcast
The CTO Story · with Nishant Bijani

“AI Is a Fork”: How Leaders Should Really Think About AI

Why AI is already furniture, not a differentiator. What's actually left to own when everyone rents the same models. And how the best leaders decide what not to build, and see what's coming before their competitors do.

Alisha Outridge speaking at Music Biz 2026, Atlanta Conference Photo: Picture This! Photography
Music Biz 2026
Music Biz 2026 · Atlanta

From Idea to Impact: Scaling in Music Tech

A fireside chat with Jason Feinberg of KOSIGN on what it actually takes to scale music tech: trust, rights, and the messy middle between idea and impact.

AI Founder Playbook masterclass at NY Tech Week on a Manhattan rooftop Masterclass
AI Founder Playbook
AI Founder Playbook · NY Tech Week

Stop Building AI Products No One Pays For

A sold-out masterclass on a Manhattan rooftop, oversubscribed 8x. Founders pressure-testing what's actually worth building before they build it.

Read the recap ↗
About

An artist who does deep tech.

Alisha Outridge has spent 15+ years building AI/ML products at Meta, Reuters, TuneCore, and 2+ acquired startups. She founded Byte&Chord in 2024 to take that work directly to the people, schools, and organizations that need it.

At Meta, she led product for Search and People Data across 500M+ daily users and co-invented privacy-smart personalization technology (US10467282B2), prototyped at a Facebook Hackathon. As CTO & Chief Product Officer of TuneCore, she led AI personalization that drove +25% revenue and +30% engagement across 500K+ creators. As CPO of FlyBy, she and her team shipped the computer vision and AR work that seeded Apple's ARKit; as CPO of WHIM, she scaled a $1B art-forward smart-screen platform to 3.3M+ daily viewers across NYC Transit.

Today she teaches at Brown University and Hunter College CUNY, advises the U.S. Government on select AI governance projects, and runs her own curriculum through the AI Founder Playbook.

A proud native New Yorker, she's an oil painter, standup comedian, and avid swimmer (mermaid tail included). At heart, she's an artist who does deep tech — a builder of both AI and HI, Human Intelligence.

Beyond the stage

Other ways to work together.

Courses

AI Founder Playbook

Cohorts, masterclasses, and labs for founders, operators, and students. The frameworks, taught end to end.

Explore ↗
Advising

Byte&Chord

Interim or fractional CTO+CPO, strategy sprints, board advisory, and tech due diligence. When you need the work done, not taught.

Inquire ↗
Teaching

Universities & partners

Faculty at universities and K-12 schools, including Brown and Hunter College CUNY. White-label curricula, guest lectures, and cohorts with education partners — plus 1:1 coaching for students, teens, founders, professionals and operators.

Inquire →
Newsletter

What's left to own

Notes on judgment, taste, and what's actually worth building — as I write them. No cadence promises, no filler.

Unsubscribe anytime.

Booking

Tell me about your room.

Every session is built around the decision your audience needs to walk out with.

Or email booking@alishaoutridge.com.

Formats · fees on inquiry

Keynote
Conference mainstage, board meeting, or executive offsite.
20–45 min
Workshop & Labs
Hands-on, framework-driven, capped for a working room.
2 hr – full day
Fireside & Panel
Moderated or moderating. Future of work, media, education, emerging tech.
30–60 min
Cohort & Course
Multi-week programs for teams, universities, and partners.
3–8 weeks