New Workshop: Become Irreplaceable - Make a Product Strategy Prioritization Map, Thu Aug 13, NYC + Remote

We build
what ships.

And the people
who ship it.

Executive leadership, product strategy,
AI execution, and capability transfer —
all working together to turn strategy
into shipped outcomes.

Operating system in motion01 / 04
Active engagements · B2B SaaS · D2C · Music Fintech · GovTech · Media · Education
15+
Years building
AI products
500M+
AI/ML systems
at user scale
2+
Successful Exits
FlyBy → Apple · KickApps → PSD (BrightSpot)
~150/mo
Founders, PMs & operators trained
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
Ignite Talks · Bitly NYC HQ

“3 AI Engineer Hiring Disasters and the Fix”

Five minutes on Ignite’s stage at Bitly’s NYC HQ: why she stopped hiring coders and started hiring systems thinkers.

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 · 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.

Session ↗
AI Founder Playbook masterclass at NY Tech Week on a Manhattan rooftop Masterclass
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 ↗
§ 01 — Portfolio

Two sides of the same work.

The products that go live, and the human intelligence behind them: the founders, teams, builders, and operators who turn technology into something that makes an impact.
Done for you
Advisory

AI/ML product advisory

Interim or fractional CTPO (hybrid CTO + CPO) and project-based AI/ML product leadership for companies shipping into real markets.

Music FintechSaaSGovTech
See engagements →
Done with you / taught
Education

AI Founder Playbook

"Using AI to upskill themselves, not just prompt it."

From product management, product strategy, and business + entrepreneurship programming to AI Brand Visibility Labs (AEO + GEO). Founders, operators, executives, and K-12 students building real products and businesses leveraging AI, future-proofing themselves while creating products that solve real problems.

aifounderplaybook.com ↗
For pets
Product · Pet Luxury

Pebble

A pet luxury design brand. Pebble #1 is a sculptural micro-den for cats or dogs (small breeds only): a hidden curved tunnel into a private chamber. Small batch and made to order.

DesignMade to orderSmall batch
On the mic
Media · Podcast

AI Product Remix

"Where building products meets building yourself."

A podcast about the human side of building in tech. Founders, creators, and operators on AI, creativity, identity, and staying relevant when everyone's a product again.

PodcastProduct ManagersCreatorsFoundersBuildersIdentityUpskillingCareer
Follow along →
§ 02 — Services

Four ways to work together.

Each engagement is sized to a different commitment level — from a single 90-minute call to multi-quarter retained leadership.
01 / Retained

Interim or Fractional CTPO

High-level meets hands-on. Product and technology leadership for organizations navigating AI transformation, scaling complex systems, or filling a senior gap mid-flight.

  • AI/ML product architecture & system design
  • Engineering org design & team leadership
  • Roadmap, strategy & business frameworks
  • Scaling, infrastructure & operational readiness
Day, Sprint or Monthly engagements · 3–24 months Retainer options Inquire →
02 / Project

Strategic Advisory

Time-boxed engagements for organizations needing clarity, alignment, or a real plan — without committing to a long-term retainer.

  • 90-minute clarity call (product · tech · business)
  • 30-day AI & product strategy sprint
  • Board advisory & pitch / deck reviews
  • Tech due diligence & data-room feedback
Sprint · Call · Ongoing Inquire →
03 / Education

AI Founder Playbook

Cohorts, masterclasses, and coaching for AI builders at every stage — adult founders & operators, high school students, college students and organizations seeking white-label programs.

  • Adult cohorts (from a few hours, 1-2 day, 3 or 6 week formats · live · online or hybrid)
  • High school cohort (via partners + schools)
  • College cohort (via partners & schools)
  • Live masterclass series
  • 1:1 coaching + white-label programs
Cohort · Masterclass · 1:1 aifounderplaybook.com ↗
04 / Custom

Speaking & Partnerships

Keynotes, executive workshops, and custom AI literacy programs for enterprises, foundations, and education partners. By introduction.

  • Conference keynotes & panels
  • Executive AI literacy workshops
  • Custom curricula (edu / gov / corporate)
  • Research & policy advisory
Custom · By introduction Talk to Alisha →
Strategy meets code.
Creativity meets scale.
— The thesis
§ 03 — About

The operator behind Byte&Chord.

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.

Alisha is the founder and lead instructor of AIFounderPlaybook.com and runs Byte&Chord, a venture studio building AI products, companies, and the teams behind them. A serial entrepreneur with two exits (FlyBy, acquired by Apple with tech in ARKit; KickApps, acquired by Brightspot), she's been CPO at Reuters TV and CTO+CPO at TuneCore, where AI personalization drove +25% revenue and +30% engagement across 500K creators. She held senior product roles at Meta and iHeartRadio and co-invented AI/ML patents, including one (US10467282B2) still active at Meta.

Today she packages that operator experience and a parallel academic career (Brown University & Hunter College CUNY) into hands-on AI product and systems-thinking workshops, and runs hackathon-style labs across the country. Her work has been featured in Fast Company, Forbes, CNN, and Business Insider, and on stages from SXSW to All That Matters Singapore.

A native New Yorker, she's an oil painter and standup comedian at heart, a builder of both AI and HI, Human Intelligence.

Full work history on LinkedIn
§ 04 — Contact

How we start.

One conversation, a plan, then we get to work.

1

Discovery Call

We talk through what you're trying to achieve, where the gap is, and how I can help.

Strategize · Build · Promote · Partner

2

Proposal

You get a proposal scoped to the gap we found, with clear deliverables and a fit that matches the commitment.

3

Kick-Off

We schedule a kick-off session and launch the initiative. From plan to in-progress, fast.

Most engagements start with a 30-minute call about where the gap is.

Book a discovery call