A product lab exploring AI, property tech and innovation. Based in Cape Town.
What we do
We go deep in a narrow set of problem spaces — because breadth is the enemy of breakthrough.
Large language models, autonomous agents, and intelligent pipelines — applied to real problems in real markets. We prototype fast and pressure-test early.
The African property market is underserved and underbuilt. We explore how software can reduce friction, surface insight, and create new categories.
Good ideas fail without a clear model. We pair product discipline with experiments — defining problems sharply before reaching for a solution.
Current experiments
Live, in-progress, and half-baked ideas. All of them useful. Most of them surprising.
A reimagined search and discovery experience for South Africa's largest property portal — smarter filtering, contextual market signals, and a faster path to decision.
View PrototypeA room-by-room renovation cost estimator with finish levels and size sliders — giving homeowners a realistic cost range before calling a contractor.
View ToolAn interactive comparison of AI room visualisation — ChatGPT vs Gemini across 5 interior design styles with a fullscreen lightbox for side-by-side analysis.
View ProjectA conversational agent that helps buyers navigate the South African property market — answering valuation questions, comparing neighbourhoods, and surfacing red flags in listings.
Coming soonA full AI-powered property platform for Cape Town — natural-language search, contextual match scoring, suburb intelligence, a live bond calculator, and a three-screen end-to-end buyer flow.
View PlatformGet in touch
We're always exploring what's next. If you've got something worth building, we'd love to hear it.