Case studies
Real projects, measured results
Not promises but finished systems: what the client asked for, what we built, what the hard part was, and what we measured at the end.
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From dictation to a finished expert report for a used-car inspector
Independent used-car inspection expert, Budapest area, sole trader, about 50 inspections a month
An independent used-car inspector dictates at the car and about a minute later gets a review-ready draft of his own 17-section, one-page expert report. Every statement is linked to the dictated sentence it came from.
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An AI content system for a psychologist's private practice, with professional and legal limits
Private psychology practice with group sessions; internal pilot at a partner business
A private psychology practice's Facebook posts used to be long, hand-written educational pieces. Now there is a 13-week content plan, two text variants and an illustration for every post, an approval interface, and a 19-point rule list so the copy never promises a cure.
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How we tuned an AI system to match an expert's judgement
Roofing contractor, southern Hungary
A system built together with a roofing contractor that reviews other contractors' quotes on behalf of the homeowner. The hard part was not the software, but getting the machine's scoring to agree with what the expert would say.
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Customer card and missing-item alerts for phone sales reps
Food wholesaler, two sites, approx. 80 staff
A food wholesaler's sales reps knew from memory who orders what regularly. A fast, rule-based customer card now shows it before the call and flags what is missing from the order during the call.
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Automated cold outreach system
In-house build, for Matrix AI's own client acquisition
From target research to follow-up: a B2B lead generation process that works on its own every working day and only asks for human attention when it is worth it. Built for Matrix AI's own client acquisition, running in production.
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A family investment portfolio on one screen
Hungarian private individuals, family wealth
A family's wealth scattered across six platforms was brought into a single self-built web app, with the full investment history reconstructed. AI did the work through browser automation; passwords never left the owner's hands.
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A manufacturer-grade bilingual website, built with AI assistance instead of a template
Distributor of office glass wall and partition systems
The Hungarian distributor of a Dutch manufacturer got a new bilingual product catalogue site for premium office glass walls. Custom code instead of a WordPress template, with domain and hosting in the client's name from day one.
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