Gabii
Matching is a ranking problem that most platforms solve with engagement metrics rather than compatibility.
- Type
- SaaS
- Timeline
- In development
- Role
- Founder — product and engineering
The idea
Most matching platforms optimise for engagement, because engagement is what they are measured on. That produces a product that works best when it does not quite work.
Gabii treats compatibility as the objective rather than time-on-app.
Approach
Intelligent profiling built from how people actually describe themselves rather than from checkbox attributes, compatibility analysis over embeddings, and autonomous matchmaking that improves as it observes outcomes.
Where it is
In development.
Skills applied
Engineering
- PHP
- Embedding pipelines
AI
- Intelligent profiling
- Compatibility modelling
- Autonomous matching
Built with
- LLM
- Embeddings
- PHP
More work
Agentic Marketing Platform In development An autonomous digital marketing platform where collaborative agents run technical SEO, competitor research, content planning, local SEO, analytics, and reporting — the full process, run by agents. Agentic SaaS Tools Medellin.co 2020 — present An AI-powered city platform using RAG, intelligent search, autonomous content generation, and AI assistants for travelers, expats, and local businesses. Websites SaaS Agentic Verificaa.com 2021 — present ID verification and fraud prevention for Latin America — letting people verify businesses and individuals before doing business with them. SaaS Tools Agentic