Software & AI tooling studio
We map the process your team already runs, find the wasted motion in it, and build only the software that earns its place.
What we build
Every engagement starts as a question about process, not technology. These are the five shapes the answer usually takes.
Products your customers use and systems your staff lives in: a web application reachable from anywhere, an iOS or Android app when the work happens away from a desk, and one shared codebase behind both when that is the right call. Built to ship in slices, not in one long silence.
The handoffs, the re-typing, the copy-paste between two systems that were never introduced. We collapse them into one step that runs on its own and tells you when it does not.
Assistants and classifiers that answer from your own policies, records, and history, with the source attached. No model guessing on your behalf, and no data leaving where you put it.
One screen your staff actually opens, laid out in the order the job happens, instead of four tabs and a spreadsheet that only one person understands.
Your CRM, accounting, donor database, and spreadsheets holding the same numbers at the same time, without a person in the middle reconciling them every Friday.
How we work
Each stage ends in something you keep, whether or not you continue with us.
We sit with the people doing the work and write down every step, including the ones nobody documented. The map tends to find the savings before any code does.
You keep: a process map and a ranked list of what to fix first
One narrow slice, working, in front of real users inside two weeks. Small enough to throw away, real enough to judge on your own data rather than on a demo.
You keep: a working prototype running on your data
Before we widen anything, we measure it: minutes per case, error rate, queue depth, cost per run. Optimization you cannot see is a guess with a budget attached.
You keep: a measured baseline and the dashboard that shows it
Then we widen the path: more volume, more teams, the edge cases the prototype was allowed to ignore, and documentation so your staff runs it without calling us.
You keep: production rollout, documentation, and training
Built for the next order of magnitude
A fix that only works at today's numbers is a bottleneck with a later date on it. We design for the load you are growing into, then hand over something your own team can operate and change.
Who we work with
Operations-heavy teams where growth has outrun the spreadsheet, and where one person has quietly become the integration between two systems.
First engagement is fixed scope and fixed price
We volunteer in this world, so we start from what a small staff and a rotating roster of volunteers can realistically maintain, not from what looks good in a demo.
Reduced nonprofit rate, and we work in the tools your funders already accept
Contact
One email with that one sentence is enough for a useful first conversation. No deck, no discovery fee.