Capability evolution
I work on turning cybersecurity capabilities into clearer, more useful, and more practical offerings for organizations.
Founder of ActivosTI and Cybontech. I work on the evolution of cybersecurity capabilities, technology strategy, and applied artificial intelligence, with a focus on useful proposals, integration, and real value for organizations.

I work on turning cybersecurity capabilities into clearer, more useful, and more practical offerings for organizations.
I support conversations where risks, priorities, and needs must be translated into concrete decisions and practical capabilities.
I am especially interested in how AI can connect with knowledge, processes, tools, and decisions to create real value rather than empty technical discourse.
A selection of initiatives related to applied AI, RAG, integration, and cybersecurity.
A local RAG architecture focused on contextual access, information control, and practical enterprise use.
Exploration and structuring of use cases where AI connects with security tools to create practical value.
Ideas, perspectives, and lessons around cybersecurity, technology strategy, and applied artificial intelligence.
AI can help organizations make better use of technical documentation when applied with judgment and practical focus.
RAG becomes useful in cybersecurity when it is designed around real problems, not just as an AI demo.
If you are evaluating an initiative, refining capabilities, or trying to turn a proposal related to cybersecurity, technology strategy, or applied AI into something practical, we can talk.
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