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CMC
Infrastructure — AI & Automation

The Lab

What we build for ourselves before selling it. Shown at the stage it is actually in — not at the stage it would sell best.

Diagnostic engine

AI & Automation

The version on this page runs on rules, client-side, with no backend. The next iteration adds granular scoring and assisted reading. Promising AI and delivering a conditional is the most expensive credibility mistake we could make.

From event to content

Experiences · Content

A pipeline to turn a live experience into distributable material in days, not weeks. The event stops being a one-day cost and becomes content inventory.

Brand differential

Applied AI

Internal tool that contrasts a value proposition against competitors' and flags which phrases are still interchangeable.

Editorial motion system

Motion · Digital

Our own transition library with a hard rule: if an animation adds no narrative, it is removed. Motion is a progressive layer, never the content delivery mechanism.

The next iteration of the diagnostic adds granular scoring and assisted reading. Until it works, it is not announced.

Try the current version