Behind Spot
We are three co-founders building visual AI tools on our own terms, bridging actual fashion intuition with in-house engineering.
European Street Style Influence
Spot came out of a real frustration with generic search engines. One of our co-founders spent significant time traveling across Europe, getting immersed in the local fashion scenes, distinct street styles, and avant-garde silhouettes in cities like Paris and Berlin.
When you spend time studying how people actually dress over there, you realize standard keyword search completely fails. You need a tool that recognizes cut, proportion, texture, and nuance rather than basic generic labels.
In-House AI Pipelines
We don't wrapper third-party APIs or rent out off-the-shelf recognition endpoints. Spot runs on custom AI pipelines and models we train ourselves.
We host and manage our own server infrastructure directly out of Egypt. That gives us total control over search latency, continuous model tuning, and genuine technical independence.
Terminalwork
Spot is built under terminalwork (terminalwork.net), an engineering initiative focused on deep technical autonomy and purpose-built software.
Operating from Egypt, terminalwork designs self-hosted systems and practical machine learning tools that solve real problems without external bloat.