Most AI work fails the same way Clippy did: a smart wrapper bolted onto a surface that still demands the user maintain context. We don’t build that. We compress your architecture to the parts that survive contact with production — before the rewrite finds you.
“You probably expected a contact form. There isn’t one. The reason there isn’t one is the same reason your project needs us. Talk to Reid — our prescreen lead — instead.”
The decisions made in week one that determine which futures stay reachable. If you build for clicks, you can’t pivot to orchestration without a rewrite.
Most AI engagements start at Day 90 of chaos. We’ll find your actual Day Zero — the smallest stable foundation — and build forward from there.
Read the framework →Not the chatbot pattern. Retrieval as the substrate your agents stand on — with provenance, citations, and the trust receipts a regulated environment will eventually require.
When you’ve already shipped three AI vendors, two model stacks, and a Clippy-shape sidebar, the rewrite question is the question. We answer it without burning what works.
Articles get posted here first, then to LinkedIn. The book is the methodology in long form — available as an Interaction Arc on DigitalExpo, or as the classic eBook from the AgiLean storefront.
The methodology as a coached experience. Read it, talk to it, run the moves with an AI co-host that remembers your situation between sessions.
The original eBook. Same content, no coach — for when you want to read it on a plane, mark it up, or hand a copy to your team.
Persistent AI co-host with cross-device identity. The methodology productized for individual users.
The methodology at marketplace scale. AI Coaches per book, persistent personas, audience-facing trajectory logs.
Persona × Capability × Adapter. The composable bot framework everyone’s racing toward — we shipped it before they finished the keynote.
When someone asks how we have the skills to build SaasiE or DigitalExpo, the answer is — we built them by living the methodology we now consult on. If you want either of those for your domain, you don’t need to copy the products. You need the methodology that produced them.
He’ll prescreen the project in five minutes. If it’s a fit, he’ll loop in AJ. If it isn’t, he’ll say so and point you at the framework you actually need.
Open Reid