The Atelier.
A small editorial table where we talk about AI, SaaS, marketing operations, and the engineering firm shape — slowly, in long form, when there's something real to say.
This is not a content marketing blog. We're not pumping out 12 SEO-fluffed articles per month. The Atelier is what it sounds like — a workshop where we put down what we've learned running an engineering firm, in long form, when the lesson is sharp enough to be worth your time.
Two essays for issue one. Both came out of real client work and real strategic decisions we made about our own business. We hope they're useful.
In this issue
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01Essay · AI · Strategy
AI for small business — what it actually is (and what it isn't) in 2026.
Searches for "AI for small business" doubled in 2024 and doubled again in 2025. Most of the answers are vendors selling something. This is the actual ground truth, written by an engineering firm that builds and runs production AI for digital-native SMBs. Five categories of "AI for SMB" mapped honestly, common myths debunked, full FAQ.
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02Essay · SaaS · Business model
Why SaaS is dead for AI — and what's replacing it.
The subscription model that built the last decade of software does not survive contact with AI workloads. Three structural reasons (LLM commoditization, broken unit economics, toxic lock-in), what's replacing it (open source self-host + embedded engineering partnerships), and the case study of why we abandoned our own SaaS platform in May 2026.
Coming next, when ready
Three years embedded with WorldSpa — a long-form case study. SAE4U Agent architecture deep-dive. A GEO playbook for 2026. Engineering firm vs. traditional agency cost analysis. We're not on a posting schedule; pieces drop when they're ready, not before.