Field Notes
What we've learned delivering AI and automation inside real constraints — written from shipped work, not theory.
Restricted clouds, blocked runtimes, no admin rights. The lessons from shipping an AI tool into Marine Corps networks — and why our newest tools have no backend at all.
Read the field note →Four subscriptions, one re-entered dataset, and hours of weekly admin. Why we're building our own operating system on one local database — with AI that drafts and a human who approves.
Read the field note →35.5 hours to 2.5 — per unit, per cycle. Where the hours were hiding, what the automation replaced, and why standardizing the data mattered more than the dashboard.
Read the field note →Let's talk about your mission, timeline, and constraints.
