Case studies
Proof, not promises
Every claim here comes with a number. These are real outcomes from real engagements, some anonymised for confidentiality, all verifiable.
Suflate: building a full AI content platform from idea to launch
We designed and built Suflate, an AI platform that turns a voice note or rough idea into a publish-ready LinkedIn post in the creator's own voice, complete with carousels, scheduling, and one-click publishing.
Cutting regression testing from a 3-person week to 10 minutes at a Tier-1 SA bank
Replaced a regression cycle that took three people a full week with an automated suite that runs in about 10 minutes, saving an estimated R12M annually.
1,000+ automated tests for payments and SWIFT messaging at a Tier-1 bank
Built a scalable automation framework covering card processing, multi-currency settlement, and SWIFT messaging, catching 200+ critical defects before they reached production.
Automating payment reconciliation across multi-currency banking workflows
Automated validation across multi-currency payment reconciliation flows, cutting defects reaching production by 80%.
3rd place, Nedbank Machine Learning & Data Science Challenge 2026
Placed 3rd out of 251 entrants in a national ML and data science competition, validating end-to-end modelling under real constraints.
An AI platform that lifted successful business registrations by 40%
Co-built an AI-powered platform that guides founders through company registration, generates investor-ready business plans, and recommends funding, used by 500+ small businesses.
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