Adaptive tools
for the people
changing systems.

Running a changemaker network? Working on systems change? We are building the tools you need to unlock your full impact potential.

You are using tools designed for commerce to run networks.

You are using tools designed for extraction to support regeneration.

You hook together ten tools — and they still don't do what you want.

You see the potential for AI to unlock far greater impact.

We come from the world of systems change and networks.

We are building AI-enabled tools to make all of these easier.

+ seam Tell us what's missing →

And we know how to build software.

Writing high-quality code is now quick and easy. But you still need to know what you're doing.

We help rapidly build and operate easy-to-maintain digital solutions customized to your specific needs, while building capacity in your team to use Claude Code to customize and maintain well-architected, secure tools tailored to how you actually work.

You run the servers. The data is yours.

We provide ongoing fractional CTO oversight & coaching.

The end result: sovereign data, fully customizable software built to your needs, and maintenance you control.

First project live in the world. Three more underway.

P/01 · MYCELIAL — our first project, in the world
Live

"My coalition has 80 people. Who actually knows whom, and where are the real seams?"

Weave your network together, automatically.

Mycelial is the studio's first product to leave the workshop. It maps the threads of relationship across a field — surfacing latent connections, naming what's holding a coalition together, and brokering the introductions the network didn't know it needed. Live now at mycelial.earth.

Live · in the world mycelial.earth →
P/02 · MYCREW
Sovereign agent

"My AI knows my inbox. Theirs knows theirs. They should be talking — but no commercial agent is on my side."

Find collaborators, while you sleep.

MyCrew is a personal AI that runs locally on your laptop — sovereign, private — and quietly negotiates with the agents of your peers across organizations to catalyze the collaboration that would otherwise never happen.

In dev · alpha cohort mycrew.systemchange.ai →
P/03 · SYSTEM INTELLIGENCE
Intelligence

"My field moved last week. Nobody told me — and by the time I notice, I'm reacting to a world that's already changed again."

Know your field. Lead the conversation.

A continuously-running intelligence agent that watches activity across a field — new actors, new capital, new narratives — and keeps everyone working on the issue up-to-date on what just changed and why it matters.

In dev · 2 fields signal.systemchange.ai →
P/04 · CONVENE
Convening

"We're running generative gatherings on tools built for status meetings and webinars."

Video, built for facilitation.

A video conferencing tool designed to make it easy to run generative virtual gatherings — open-space breakouts, ambient notes, follow-ups generated for you. The facilitator's hands stay free for the room.

Sketch · 2026