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AI Furnace
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Classes, workshops, hackathons, conferences, both IRL & online formats. Become irreplaceable & subscribe.
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.
Five minutes on Ignite’s stage at Bitly’s NYC HQ: why she stopped hiring coders and started hiring systems thinkers.
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.
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.
Masterclass
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 ↗
A live preview of the 6-week AI Startup program Alisha teaches in partnership with Kyros Prep — what students build, how it works, who it's for. Open to high schoolers and the parents figuring out what AI literacy actually looks like in 2026.
Register (free) →
The Playbook compressed into a single morning session. Walk in with an idea. Walk out with a pressure-tested concept brief, a build/skip decision on your top three features, and who you need to talk to before you write another line of code.
Apply for a seat (RSVP) →The Playbook teaches you the new way.
The AI Founder Playbook Method
An 8-module AI-native product strategy and development system that takes you from deciding what’s worth building to operating a real product, learning from users, and growing it.
Decide what’s worth building.
Make the experience real first.
AI-native, owned codebase.
Live, in users’ hands.
Define success. See what’s actually happening.
Evidence, then the next bet.
Privacy, legal, AI responsibility.
First real users, then the loop.
Follow the full method, explore the individual toolkits, or integrate modules into an existing accelerator, upskill or entrepreneurship program.
Define the real problem, the ideal user, and the outcomes that matter before you write a line of code.
A focused strategy and a clear plan to win.
Map the user journey, design the experience, and validate it with a clickable prototype.
A validated prototype and product definition.
Go beyond vibe-coding into an owned codebase — Cursor, GitHub, APIs, and a product you can actually evolve.
A working product you own and can evolve.
Handle deployment, environments, QA, and monitoring so real people can use what you built.
A live product in the hands of real users.
Define what success looks like, instrument the right metrics with tools like PostHog, and use AI-assisted analysis to see what’s actually happening.
Visibility into what’s working, what’s not, and why.
Evaluate results against your assumptions and business goals, then decide what to scale, change, or stop based on evidence — not opinions.
AI-powered analysis, evidence-backed decisions, and a clear roadmap + prioritized backlog.
Privacy, security, compliance (PII, PCI, Terms of Service), and AI ethics — before they become a crisis.
A product built responsibly and ready to scale.
Find early adopters, get them using it weekly, and turn real behavior into your first growth loop.
Your first 5–10 weekly active users.
AI-native isn’t a toolset.
It’s a new way to decide, build, ship, measure and grow.
That’s the Playbook.
Built by a builder. Designed to deliver like an executive.
Alisha Outridge is a 0→1 serial entrepreneur with exits, a C-suite product and technology operator, and former Brown University and Hunter College professor. She created the AI Founder Playbook to scale the methods she uses to build — with the latest AI tools.
Learn more about Alisha →Every track runs on the same six frameworks — sized from a single live cohort to white-label curriculum for your whole org.
3 week & 6 week formats, live online. Ship a real AI product by graduation — full framework set, weekly office hours, peer accountability, and a final pitch session with feedback from operators who've shipped at scale.
Live workshopsA 2-hour live session where we work together on a framework from the AI Founder Playbook methodology — previously hosted at NY Tech Week 2026 and made possible by partners who invest in the people building with AI. Walk in with an AI idea, walk out with a pressure-tested concept brief, a defensible decision on where to focus next, and a call list.
Online · 2 coursesTwo focused courses on getting found in the age of AI search — Answer Engine Optimization and Generative Engine Optimization. Take them solo to level up, or run the company track to train your whole team on how AI surfaces (and skips) your brand.
For founders, PMs, and senior operators with a specific decision in front of them. Personalized sessions built to create impactful outcomes & deliverables — offered in partnership with AnitaB.org and the Grace Hopper Celebration.
White-label cohorts and custom AI literacy curricula for enterprises, foundations, and education partners. Currently delivering programs in partnership with Kyros AI, Brown University, and U.S. Department of Education (via USDR). Inquiries by introduction.
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.
Her career has been a run of building at the bleeding edge and shipping at scale. 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. Before that, as CPO of FlyBy, she and her team shipped the computer vision and AR work that seeded Apple's ARKit, and as CPO of WHIM, she scaled a $1B personalized, art-forward smart-screen platform to 3.3M+ daily viewers across NYC Transit.
Today she teaches at universities, including 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 cohort and masterclass program that's trained hundreds of founders, operators, students, executives, and PMs on practical systems thinking and execution, whether in their jobs or as entrepreneurs building their own companies. Her work has been featured in Fast Company, Forbes, CNN, and Business Insider, and on stages worldwide from SXSW to NY Tech Week to All That Matters Singapore.
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.
Cohort applications, masterclass dates, and a weekly note on building real AI products. No "10 prompts that will change your life." No hustle bullshit.
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