Origin & Mission

We build for the
last mile.

Bits of the Machine is an infrastructure initiative born out of the Bits of the Month lab in Santa Rosa, California. Our work is centered on a single, unavoidable truth: enterprise software assumes enterprise connectivity, and in the real world, connectivity fails.

Operating in Northern California means operating in an environment tested by wildfire seasons, public safety power shutoffs, and rugged topography. When the cloud goes dark, communities, local governments, and essential industries are left without the operational intelligence they depend on.

Led by Trevor Martin, our lab focuses on developing sovereign, off-grid AI systems. We bypass the hyperscale cloud to engineer hardware and software stacks that process sensor data, generate GIS mapping, and run large language models entirely offline. We build the layer that stays on.

The Hardware
We develop and deploy on local commodity hardware, primarily the Aegis Box platform, proving that complex local inference and GIS tooling don't require massive data center allocations to function effectively at the community level.
The Software
From Amber Monitor (our offline-first situational awareness platform) to civic education initiatives, our code runs where the data is generated, ensuring that operational history remains entirely in the hands of the organizations we serve.
Get in touch with the lab →