A REGIONAL AI LAB EST. 2026 BUCKS COUNTY, PA

A regional
AI lab, built
in our backyard.

We take on client work where modern AI tools make possible what used to take a year of engineering. And we publish open research about what we learn along the way.

BUILT IN BUCKS·FLUENT IN SAN FRANCISCO
01 — THE SHAPE What this is.

Visionary Bucks is a small AI practice that does two things, on purpose, in equal measure. We take client work — websites, integrations, security, custom builds — where modern AI tools make possible what used to take a year of engineering.

And we publish open research about what we learn, because the people doing serious AI work in San Francisco shouldn't be the only ones with access to it.

The consulting funds the lab. The lab makes the consulting sharper than anyone else in a hundred-mile radius. Both halves matter.

02 — THE PRACTICE TWO PILLARS

Apply. Research. Equal weight.

PILLAR 01 · APPLY

Apply.

Best-of-SF brought home to Bucks.

Client engagements. AI-powered builds. Cybersecurity assessments. Custom solutions that would have cost a year of dev team time and now ship in weeks. This is what funds the lab.

  • RLO Photography LIVE
  • Enterprise B2B work ONGOING
  • Fix · Build · Lock · Run 4 SHAPES
 PILLAR 02 · RESEARCH

Research.

The questions nobody's paid to ask yet.

Project Warwick. Agent collaboration studies. The Mythos gap report. We run these because the community learns, because publishing is its own contribution, and because the lessons feed back into client work.

  • InfinityUnlocked 1M+ VIEWS
  • Project Warwick IN PROGRESS
  • Mythos gap report SOON
03 — APPLY FOUR SHAPES

Four ways in. Each tied to a belief.

Services aren't a menu. They're the four shapes most engagements take. Each one is informed by what the lab is learning, and each one cites the belief that makes it part of the practice.

01

Fix it.

For the broken & the bottlenecked

Slow sites. Broken integrations. Catalogs that never migrate. We find the load-bearing problem and fix it fast.

→ TIED TO BELIEF 04

02

Build it.

For the custom & the ambitious

Custom AI-powered tools, internal apps, customer-facing products. Built to your vision, then carried beyond it.

→ TIED TO BELIEFS 01 + 02

03

Lock it.

For everyone outside the Fortune 100

Post-Mythos cybersecurity for businesses without a CISO. Vulnerability audits, hardening, incident response. Frontier tools, used responsibly.

→ TIED TO BELIEF 06

04

Run it.

For the ongoing partnership

Monthly retainer. We're your AI department. Strategy, training, hands-on builds, security monitoring. We work with your people, not around them.

→ TIED TO BELIEF 05

SPOTLIGHT · FIRST CLIENT PROJECT

Custom websites that don't look like anyone else's.

Rebecca is a wedding and portrait photographer in Bucks County. She'd been delivering photos to clients through iCloud links for years. We built her a new brand and a website that actually feels like the work she makes — every detail crafted from scratch.

Every click on the site triggers a real camera shutter — an 8-blade SVG iris that opens and closes between pages, with synthesized shutter sound. The site itself feels like photography.

Continuous 3D forest scene rendered in WebGL. Cycling poetic headers. Hand-built gallery delivery pipeline. No templates. No themes. Just craft.

RECEIPTS
  • 8-blade iris shutter CUSTOM TRANSITION
  • 400 particles WEBGL FOREST SCENE
  • 15 cycling headers EDITORIAL VOICE
  • 0 templates EVERY LINE WRITTEN

This is what we can do for your business. Every project is custom, designed and built around the work you actually do.

04 — RESEARCH OPEN WORK

Three translation layers. Same research.

Every research piece has a primary form, and as many translations as it deserves. The audience self-selects.

PAPER

The full writeup.

FOR BUILDERS & RESEARCHERS

Methodology, code, raw data. Anthropic-red-team voice. The version another lab could replicate from. Long. Technical. Honest about what didn't work.

PLAIN

The plain-language version.

FOR BUSINESS OWNERS & CURIOUS HUMANS

The same research rewritten without jargon. Shorter. Concrete. "Here's what we found and why it might matter to you." For the people who don't read papers but deserve the findings anyway.

LIVE

The taught version.

FOR THE COMMUNITY, IN PERSON OR ON SCREEN

Workshops. Talks. Demos. The research, lived out loud — the version where someone can ask a follow-up question. Calendar-driven, not archive-driven.

FLAGSHIP RESEARCH RECEIPTS & OPEN QUESTIONS

The published work. And what we're studying now.

LIVE 1M+ VIEWS · #1 POST FOR MULTIPLE DAYS ON R/CLAUDEAI

13 years to 24 hours: solving a Disney engine restriction with Claude.

Disney Infinity was a wildly popular video game where kids set real toy figures on a pad to bring those characters to life on screen. But Disney built in a rule: every character was locked to its own world — your Star Wars figure could never visit the Toy Story world, and vice versa. Fans spent years trying to lift that limit and never could. In a single weekend with Claude, the founder finally unlocked it — then published the full playbook openly so the next builder can pick up where this left off.

The post went viral on r/ClaudeAI and reached over a million people. The work got the founder noticed by Anthropic, and shaped the principles behind his Code with Claude: Extended talk in San Francisco.

IN PROGRESS V1 PILOT · MULTI-PHASE STUDY

Can agents from different labs maintain a shared civic fiction?

A sustained autonomy study. An AI agent runs a fictional Bucks County township and publishes its own civic record over time. We're studying what restraint looks like when the agent has nobody watching. V2 introduces specialized roles; V3 asks if Claude, GPT, and Gemini can hold the world together.

COMING THIS SUMMER · PAPER + PLAIN

The Mythos Report — a public reading of what Anthropic's Project Glasswing means for the businesses outside the 40 it covers. Why the security threat changed this year. Why most local IT shops can't help anymore. What you can actually do about it.

05 — THE MANIFESTO

We believe.

Eight lines the practice runs on.

01
APPLY

We do great work. We don't deliver to spec. We deliver beyond it.

02
FOUNDATIONAL

AI augments human creativity. It doesn't replace it.

03
FOUNDATIONAL

The gap between frontier and local AI is widening fast. That gap is the work.

04
APPLY

AI can dissolve the bottlenecks of the past. Things that were stuck are no longer stuck.

05
RESEARCH

AI shouldn't be the private property of technical people. We teach what we learn.

06
APPLY

Responsible AI is the only kind worth doing. And that includes cybersecurity.

07
RESEARCH

Some of our most valuable work won't pay. A lab that publishes never stops learning.

08
FOUNDATIONAL

Bucks County deserves a direct line to the front of AI. Not the back.

06 — THE MARK

A welcoming sigil for the warm side of pro-AI.

ThinkingHumanityCreativityPossibilityCommunity

The world entering the AI era splits roughly in two. There are people who think AI is the end. And there are people who think AI is a beginning.

Inside that second camp, there is another split — between houses that treat this technology as a profit extraction event, and houses that treat it as a creative and human one, built carefully, with safety and responsibility as features rather than friction.

This mark is for the second kind of house. Anyone who recognizes the difference will recognize the logo.

COBALT
ANCHOR
PURPLE
RESEARCH
PINK
NOVEL
RED
SECURITY
YELLOW
WARMTH
LIME
APPLY
TEAL
COMMUNITY
07 — CONNECT

Let's talk.

If you run a business in Bucks County and you've been wondering what AI could actually do for you — let's talk.

Initial conversations are free, and we'll tell you honestly whether we're the right fit. We're not for everyone, and we don't try to be. We do good work for people who care about good work.

EMAIL info@visionarybucks.org
ON THE WEB visionarybucks.org
RESPONSE WINDOW Within 48 hours