Hi, I'm Kyle.
Kyle F. Amos
I teach spreadsheets to do the boring parts of insurance, so people don't have to.
Benefits ops automation: tools that make tedious insurance work vanish.I work in group benefits at a Fortune-50 carrier. The whole industry runs on spreadsheets: employee censuses, quotes, RFPs. Most of that is still humans copying cells between files. I build small tools, a lot of them AI-assisted, that make that work vanish. A census that took someone an afternoon to clean up now takes about ninety seconds.
Days I do it for my own team. Nights I'm working out what the version for the rest of the industry looks like.
How I build
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Engine first
Pure, deterministic logic with a test suite before any UI exists. The engine is the product; the screen is just a way in.
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No silent data loss
Anything that can't be normalized is surfaced for a human decision. Nothing is ever quietly dropped, merged, or guessed at.
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Client-side by design
Data stays in your own spreadsheet or your own browser. No servers holding sensitive records. Compliance as architecture.
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Self-contained
Corporate networks block CDNs and half the internet, so everything ships with its own fonts and libraries. Zero external requests.