Marc Morgan  ·  San Francisco, California

AI product
operator

I build AI products that make it all the way to a customer. Photo in, illustrated book out, through human QA, customer approval, and print fulfillment. I also built the publishing business behind 285 books and the SaaS that markets them.

What I'm looking for: applied AI, product operations, forward-deployed or solutions engineering. Roles where someone has to sit between a customer's messy workflow and a model, and own the outcome. Bay Area or U.S. remote.
Marc Morgan
01

The one I'd start with

StorytimeHero

Live productBuilt and operated solo

A parent uploads a photo of their child. The system generates an illustrated hero, shows a personalized cover before any money changes hands, then generates the full book, holds it for human QA, and waits for the customer to approve it before a single page goes to print.

Next.js, Payload, Postgres, Stripe, Gelato, and a separate generation worker. Most of the work sits after the model returns an image, in deciding whether it is good enough to send to a child.

photo intake → cover preview → checkout → full generation (worker)human QAcustomer approval → print handoff → delivery
Open storytimehero.ai →
StorytimeHero landing page
02

Also live, also mine

All three are running in production right now. Open any of them.

PubPod marketing site

PubPod Live SaaS

Multi-tenant marketing platform for independent publishers. Public pricing, self-serve onboarding, publisher terms, privacy, and compliance surfaces. Books, readers, campaigns, consent and suppression, reader portals.

pubpod.co →
StripeFit running gear guides

StripeFit Live

1,679 published running-gear guides from an automated content system, with disclosure on every page, a published methodology, and a hard editorial boundary keeping gear advice out of medical advice.

stripefit.com →
Med Spa Momentum

Med Spa Momentum Early stage

AI services for aesthetic practices on GoHighLevel: lead capture, follow-up, no-show recovery, dormant-patient reactivation, referrals. Includes a 173-page published book. New, and no traction is claimed.

medspamomentum.ai →
03

The rest of the evidence

Seven imprints, 285 books. Each one takes a click to check.

Polymath Panda Amazon
Children's workbooks and educational titles.
Amazon store →
Scholastic Panda Education Amazon
Education and language-learning catalog.
Amazon store →
Touri Live
Language-learning brand and catalog.
touri.co →
Cozy Coloring Vibes Live
Coloring book imprint, produced end to end by kdColor: a private design and print platform I built with a fabric.js template editor, automated line-art QA, and direct export to KDP and IngramSpark. Roughly 447,000 lines across 1,400+ commits.
cozycoloringvibes.com →
Polymath OS Internal
The operating system behind the business: multi-brand social publishing, private ISBN management, and project management with visible agent activity, approvals, schedules, and publishing logs. Passwordless auth, workspace invites, in production. Behind a login.
walkthrough on request
Content quality gates Internal
The release system behind the books: manifests, source hashes, correction ledgers, visual QA evidence, and fail-closed gates that refuse to ship when evidence is incomplete.
walkthrough on request
04

By the numbers

285
Books published
on Amazon
7
Imprints built
and operated
1,679
Guides shipped
with disclosure
4
Products live
in production
12
Years in
finance
05

How I work

Most of the work happens after the model returns something.

State before features

Take a workflow nobody has modeled and make its state explicit first. What exists, what is pending, whose turn it is, and what happens if it fails.

Evidence: order lifecycle and recovery paths in StorytimeHero; approvals, schedules, and publishing logs in Polymath OS.

Humans at the consequential edge

Automate the middle, never the moment where a mistake reaches a person. Decide deliberately where a human has to stand, then build the system so they cannot be skipped.

Evidence: customer approval required before any book prints; QA state between generation and fulfillment.

Fail closed

When the evidence is incomplete, block the release. A model's confidence is not a test result.

Evidence: hash-bound release gates on book production; consent and suppression evaluated at send time, not campaign time.

Say where the edges are

Draw the line the automation must not cross, in writing, then enforce it in the system rather than trusting good intentions at volume.

Evidence: 1,679 gear guides held to a boundary separating purchase advice from medical advice, with disclosure on every page.

Find the representation that carries the signal

Prose can specify content but not spatial arrangement. For worksheet generation I hand the model a standalone ASCII layout as the controlling composition reference, because the arrangement is where the pedagogy lives.

Evidence: an A/B test where the prose-only prompt produced a better-looking page whose arrows gave away the answer a child was meant to deduce. Same instinct elsewhere: measuring non-edge darkness rather than edge count to validate line art, and grading review rounds by finding class rather than finding count.
06

Work

2018 to Present
Founder & AI Product Operator
Polymath Publishing House · San Francisco
Built a multi-brand publishing business across seven imprints and 285 books, then built the software that runs it: StorytimeHero, PubPod, Polymath OS, StripeFit, and a release-gated production system with manifests, source hashes, and human review states.
Made the first books by hand, then hired and ran a distributed team of 13 across the Philippines, Egypt, and Pakistan for three years, then built the agentic systems that absorbed most of that production work. Ran all of it for seven years while carrying a full-time book of wealth management clients.
Nov 2014 to Feb 2025
Financial Advisor / Financial Consultant
Laidlaw Wealth Management · New York & San Francisco
  • Promoted to Financial Advisor in 2019; built and ran the San Francisco practice for six years.
  • Sourced and placed private-market investments with accredited clients: pre-IPO SPVs, private placements, and private deals, covering diligence, suitability, and investor education on illiquid, high-risk positions.
  • Built LinkedIn client-acquisition systems and end-to-end webinar funnels during the pandemic.
  • Series 7, 63, and 65 (earned, not active).
Oct 2019 to Nov 2021
Sponsorship Director
Golden Gate Triathlon Club · Board · San Francisco
Sourced and managed partner relationships, agreements, and renewals.
2012 to 2014
Registered Representative
Meyers Associates L.P. · New York
Started in finance. Prospecting, client relationships, suitability, and trade execution.
07

Also

Five full-distance Ironman races, eight 70.3s, four Olympic-distance races, and a Kona qualification. Traveled in more than 35 countries. Two years of college coursework, no degree.