Data & Search
We make sense of complex information at scale — extracting, indexing, and searching across millions of documents.
A small, founder-led software studio from Costa Rica, building AI-powered products — for our clients and for ourselves.
We’re Tecnologías VM, a founder-led software studio from Costa Rica, working together since 2018. From day one our work has had one throughline: integrate emerging technologies — not one, but several at once — to solve problems the conventional stack can’t reach.
We started by working deeply with data — Elasticsearch, social media analytics, making sense of complex information at scale. That reflects how we operate: understanding before building. Over the years that data work sharpened into intelligence, as we moved from statistical reports to AI-validated insight, and from search to RAG, GraphRAG, and multi-agent systems.
Now we channel that experience into AI-powered products — for our clients and for ourselves. We’re not generalists who happened to land on AI. We’re a small, working studio whose advantage is velocity, judgment, and timing: finding the technology that’s just emerging, combining it with others, and shipping something the average team can’t build yet.
We make sense of complex information at scale — extracting, indexing, and searching across millions of documents.
We turn raw signals into insight — from social behavior and collective thinking to the patterns that drive real decisions.
We build agentic systems that reason over knowledge graphs and surface answers — backed by source documents, not guesses.
We design and ship full AI products end to end, from data layer to interface — for our clients and for ourselves.
We map where a technology really sits before betting on it, and report what we learn — including the approaches that don't survive.
Social-media intelligence for political actors across Central America — from NLP and Elasticsearch to agentic RAG.
A 12-agent GraphRAG system that maps emerging technologies onto a Gartner-style Hype Cycle.
A GraphRAG system that makes 162 years of Costa Rican philately answerable — grounded, cited answers over 1,424 documents.
Drones, LiDAR, photogrammetry and deep learning combined to estimate the carbon a tropical forest stores.
A fully AI-native sports-media platform for Central American football — automated newsletters, blogs and clips, one per club.
A digital concierge and booking platform for independent hospitality — a venture we co-founded and build.
Five presidential campaigns across Costa Rica, Panama, and El Salvador — plus mayoral and government work in Central America.
Tecnologías VM is three people: two co-founders — equal in everything: ownership, authority, voice and credit, the V and the M of our logo — and a software engineer. All three of us work agentic-first on a modern stack: the technologies we bet on are the ones we build with. Small isn’t a weakness — it’s velocity, judgment and timing, and it lets us ship things larger teams can’t.

Co-Founder · AI Engineer
Computer Engineering · TEC
Engineers the product layer — interfaces, integrations, and the connections that bring AI systems to life.
LinkedIn ↗
Co-Founder · AI Engineer
Computer Engineering · TEC
Engineers the intelligence layer — backend architecture, RAG pipelines, and multi-agent systems.
LinkedIn ↗
Frontend & AI Engineer
Software Engineering · UNED
Builds the frontend and mobile layer — UI-focused, AI-integrated, across web and app products.
LinkedIn ↗We’re also technical partners and co-founders in Traveliru, a separate company.
Have a real problem where emerging technology might be part of the answer? We’d like to hear about it.
info@tecnologiasvm.com