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, turning data into intelligence and intelligence into AI-powered products.
Raw signal
We’re Tecnologías VM, a founder-led software studio from Costa Rica, working together since 2018. One throughline has run through everything since day one: we integrate emerging technologies, several at once, to solve problems the conventional stack can’t reach.
We started deep in data. Elasticsearch, social media analytics, making sense of complex information at scale. That order is the point: we understand before we build. Over the years that data work sharpened into intelligence, moving 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 landed on AI by accident. We’re a small, working studio, and our advantage is velocity, judgment, and timing: spotting a technology as it emerges, combining it with others, and shipping what 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 the data layer to the 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, with 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, with an automated daily newsletter and blog for every club, across Costa Rica and Mexico.
A digital concierge and booking platform for independent hospitality, a venture we co-founded and are building.
Five presidential campaigns across Costa Rica, Panama, and El Salvador, plus mayoral and government work in Central America.
Three people, working agentic-first on a modern stack: the technologies we bet on are the ones we build with. Small is the point. It gives us the velocity, judgment and timing to ship what larger teams can’t.

Co-Founder · AI Engineer
Computer Engineering · TEC
Builds the product side: the interfaces, integrations, and connections that turn AI systems into something people can use.
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Co-Founder · AI Engineer
Computer Engineering · TEC
Builds the brains of our products, from backend architecture to RAG pipelines and multi-agent systems.
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Frontend & AI Engineer
Software Engineering · UNED
Shapes the frontend and mobile side, UI-focused and AI-integrated, across our web and app products.
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