Independent
product studio
Fair Oak Labs / Est. 2026
We turn complicated ideas, messy information, and awkward workflows into focused software people actually want to use.
Part product lab, part build partner. We make our own products and take on a small number of interesting client problems.
01 / Selected work
Different domains, same instinct: get close to the real problem, find the useful signal, and build the smallest system that changes what someone can do.
Data productPublic records
A searchable intelligence layer built from years of difficult state reports—turning static PDFs into comparable local trends.
Open projectMonitoring systemLocal revenue
A statewide view of local sales-tax movement designed to surface changes, outliers, and the story behind the latest month.
Open projectLargest year-over-year movers
Decision toolEducation
A comparison workspace that helps districts find meaningful peers and understand performance, staffing, and financial context.
Open projectResearch systemDocument intelligence
A research workflow for finding, collecting, and understanding recurring disclosures without living in browser tabs and PDFs.
In active development42 sources checked this morning
02 / The studio
Fair Oak Labs exists to explore interesting problems and build useful things—not to sell generic transformation or add AI to everything.
Turn a half-formed opportunity into a clear product direction, working prototype, and honest plan.
Create a focused product, data system, or internal tool around the way the work really happens.
Stay involved as a long-term product partner—or help a promising idea become a business of its own.
“The best projects begin with a sentence like: I can't believe there isn't already a good way to do this.”
03 / Start somewhere
Tell us what is unusually difficult, painfully manual, or impossible to buy off the shelf. That's usually enough to begin.
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