Case studies

Work that survived contact with production.

Marketplaces, fintech, operations and AI production systems. What the problem really was, what we built, what went wrong on the way, and what changed for the business.

B2B marketplace

$25K → $100K+

monthly recurring revenue after the rebuild

MakersRow

Turning around a failing marketplace

A ten-year-old manufacturing marketplace with falling volume, fixed by repairing its economics first and its delivery cycle second.

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Luxury retail

~50% → ~95%

concept approval on AI catalogue imagery

1-OPH

An AI photography system for a luxury catalogue

Replacing physical staging and photo shoots for 1,000+ sculptures with a guarded, evaluated image-production pipeline.

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Recruitment

30–45 min → 1–2 min

handling time per job application

Arbeitly

Automating job applications with a scalable AI system

Turning a founder’s personal judgement into onboarding, matching, grounded CV tailoring and tracking a whole team can run.

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Coworking operations

15 → 1

WhatsApp threads replaced by one operations queue

Daftarkhwan

An operations system for fifteen buildings

Turning WhatsApp-run facilities work into asset-linked history, derived priority and routing, and repair-versus-replace decisions.

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Fintech

$80B+

processed volume, acquired by Jack Henry in 2025

VictorFi

Turning banking infrastructure into one product

One payments platform banks could trust and fintechs could integrate with: standardise the core, configure the edges.

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