Available for new engagements

Satori Canton

AI Consultant · Board Member · Founder · Batesville, Arkansas

I've caught two technology waves from the very beginning. Here's what I've learned.

Hero Stories

Every claim on my resume is backed by a real story. These are the situations, the work, and the outcomes — unfiltered.

From Broken Pipeline to Board Seat

How diagnosing HeartStamp's AI failures led to pivoting their entire model strategy — and a board seat.

a 30-person AI-powered greeting card startup with an ambitious generative AI vision that needed both technical and strategic direction

Diagnosed LoRA training failures, pivoted the company to a model-agnostic prompting system using art historical vocabulary, guided MVP launch, and joined as Board Member.

Architecting FarmVille

Lead ActionScript architect for the game that defined social gaming and reached 80 million monthly players.

Zynga, building what would become the most viral social game in history on the Facebook platform

Designed and built the client-side ActionScript architecture for FarmVille, which reached 80+ million monthly players and defined the social gaming category.

Rally the Team, Own the Wave

How a company layoff in 1996 led to founding a game studio, publishing with Activision, and eventually owning the definitive Flash developer community.

a team of game developers rallied after a company layoff, evolved into a studio that rode two technology waves — PC gaming and then interactive web

Founded Satori Interactive in 1996, shipped games with Activision and Viacom, pivoted to Flash, acquired ActionScript.com, rebranded in 2003, and ran the definitive Flash developer community for nearly two decades.

Building the AI Art Community

A decade of neural network research, 300+ articles on art movements, and one well-timed community launch.

the generative AI art explosion of 2023 — and the decade of ML research and art historical study that preceded it

Founded StyleGuideAI, grew a 1,000+ member AI artist community, developed systematic approaches to AI art direction, and built the reputation that led directly to the HeartStamp engagement.

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AI Strategy

Specification Engineering

The Spec Is the System

Why vague AI instructions are a liability — and the framework I built to fix that.

enterprise AI deployments where long-running agents were producing technically impressive but fundamentally wrong outputs

Developed the AI Fluency Ladder and Five Pillars of Specification Engineering framework, published as a Medium article, and shipped an open-source Claude skill (specify) that implements the full workflow.

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