Applause. Consulting

Case study

Make the training the game.

New school-finance staff have to absorb fund accounting, grant compliance, and a small alphabet of Texas reporting systems. A regional education service center asked for a better way in than a binder. They got a leaderboard.

Client
A regional education service center in Texas
Scope
Training tool: question bank, scoring, leaderboard, feedback loop
Stack
Python · Flask · SQLite · no-framework front end
Status
Live — in daily use by finance staff

The problem: expertise you can't shortcut

School finance isn't hard because any one rule is hard. It's hard because there are thousands of them — debits and credits, then fund accounting, then FASRG coding, then federal grant rules, then PEIMS, FIRST, recapture, and whatever the legislature passed last session. The traditional fix is shadowing a veteran for a year or two. Veterans are in short supply.

So we built a quiz: more than 200 questions across seven categories, from "what's a debit?" to "when must efficiency-audit results be posted before a tax rate election?" Every question carries a citation — TEA guidance, the Education Code, GASB, federal regulations — because the point isn't trivia. It's knowing where the answer lives.

A quiz question about tax rate elections with four answer choices, the correct one highlighted, and an explanation citing TEC § 11.184(e)
Wrong answers teach too — every question explains itself and cites its source.
The quiz leaderboard showing ranked players with points, earned titles, and accuracy
Points, streaks, and titles from New Hire up to School Finance Expert. (Names shown are demo data.)

The mechanics of wanting to study

The gamification is deliberately old-fashioned: points per correct answer, bonuses for difficulty and streaks, earned titles, and a leaderboard the whole office can see. No log-ins, no passwords — pick your name and play, because the only thing between a busy adult and a training tool should be nothing.

The quieter feature is the feedback loop. Players earn points for flagging questions that seem wrong, outdated, or under-sourced, and for contributing new ones. The question bank started at 55 and has roughly quadrupled since launch — grown by the people who use it, reviewed against the sources, one flag at a time.

The quiz is live, self-hosted, and quietly competitive — staff at the service center study school finance on purpose now, which was the whole idea.

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