An AI Cystems practice
Build the Cystem.
Watch It Work.
We build and run the custom AI operating Cystems that take the leads, the calls, the content and the follow-up off your desk — so the operation runs without you in it.
The work
All projects ↗
Live
Agent Echo
A multi-agent operating intelligence running a whole practice — content, audits, lead routing, build work. Awake at 4am, no handover notes.
Multi-agent
Live
Cystems OS
The estate as a living graph. Every agent, tool, workflow and department in one place, wired to the work it actually does.
Platform
Live
Mette AI
A voice agent that answers, qualifies and books — in her own cloned voice, on the phone, before you reach the kettle.
Voice
Latest writing
All posts ↗
Sixty Years Mapped 1% of Proteins. One AI Mapped the Rest in a Year.
Scientists spent sixty years mapping one percent of the proteins in the human body. An AI called AlphaFold mapped the other ninety-nine percent in about a year…
Kimi K3 Doesn't Make Intelligence Free. It Makes It Harder to Monopolize.
On July 27, Moonshot AI releases the full weights of Kimi K3 — 2.8 trillion parameters, a million-token context window, benchmark scores trading blows with Claude…
How You Raise a Mind
Everyone names benevolence as the only real safeguard for AI, then admits nobody is building it. So let's build it. The moment you try, it stops being philosophy…
A Different Narrative
The most credible pessimist in finance calls AI the biggest investment bubble in history, and relaying the godfather of AI, he lands on a single word as the only…
The Machines Started Paying Each Other
For the entire history of the internet, there was a human at the end of every transaction. Someone clicked buy. That assumption is quietly breaking: machines have…
The stack
What actually runs itClaude
The reasoning layer. Every agent in the estate runs on it.
Tell us what the operation is costing you.We answer with the Cystem that removes it.
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