Keynote · Energy sector
RENMAD UsefulAI 2026
"AI hallucinations are not a bug: they are part of the system." The real limits of AI and where the return is in the energy sector, for renewables professionals.
Engineer · MIT Sloan · Founder of Nodos Energy
More than 25 years leading teams and businesses: CEO for 12 years, entrepreneur and executive in energy and industry. I know what it means to answer for results, and that is the lens I bring to AI: where to use it, what return to expect, and how to take it from pilot to production.
01 · Talks & teaching
Keynotes and training for people who want to know what AI can really do for their business — and what it cannot. Direct, with real cases and no empty promises.
Keynote · Energy sector
"AI hallucinations are not a bug: they are part of the system." The real limits of AI and where the return is in the energy sector, for renewables professionals.
Webinar · AI & energy
What AI can and cannot do today for the energy sector. 150+ live attendees, held to the very end.
Watch the webinar ↗Keynote · Panama
The human impact of AI: how to stay relevant and lead the change. Coverage on TVN, Nex, Panamá 24 Horas and more than a dozen headlines.
Teaching · MBA
MBA Artificial Intelligence module: strategy, use cases with real returns and practical limits, for executives.
Topics I speak on
I never give the same talk twice. These are the themes, the angle is built around your sector and the goal of the event.
Why most AI projects never leave the demo stage, and what the few that reach production do differently.
How to pick the use cases that pay for themselves and how to measure the return before signing any licence.
Real cases from energy and industry, what genuinely works today and what is not ready yet.
Resistance is human, not technical. How to move a team from distrust to everyday use.
Hallucinations, bias and the real limits of AI, and how to work with them without risking your reputation.
02 · Voices from the audience
Finally, someone who breaks with tradition and genuinely wants the audience to have a good time. The slides, the pace, the timing… everything. I was lucky enough to exchange a few words with him afterwards: it had been no accident, and the goal was met with the audience spellbound from the first word to the last.
"Straight to the point: neither bubble nor total revolution. Thank you for saying what many think but few say out loud."
"150+ live attendees, and you kept them glued to their seats right to the end."
"I loved it. The speaker, brilliant, and the content too. It had been a long time since I enjoyed such a good training session."
★★★★★ 4.9/5 average rating from students of the MBA AI module.
03 · In-company training
AI literacy and hands-on adoption programmes, aligned with the new EU AI Act. With certificate.
"I came expecting the typical 'this is ChatGPT' talk and I was glued to the screen."— Head of software development · ¡HOLA! magazine
04 · Online course
My online course to understand from the inside the tools you already use. The fundamental concepts of artificial intelligence explained with simulators you can play with, no compulsory maths and no hype.
Available now
First lessons free
05 · Daily analysis
What truly matters in artificial intelligence, analysed without hype, with an engineer’s judgement and a business lens.

06 · Career
Engineer (University of Oviedo), trained in AI at MIT Sloan. Almost three decades leading projects that produce: first energy, now intelligence.
Regional delegate at HC Energia and co-founder of Ingelia (renewables and energy efficiency).
12 years leading the Spanish subsidiary: more than 1,000 MW of wind and solar promoted and developed.
CEO of EMELIK Consultants (Panama) and Spain director of KARL H. Co-founding trustee of the IDEC Foundation.
Founder of Nodos Energy (applied AI) and co-founder & CTO of Liderapia. Advisor to Reolum.
AI consulting and training, professor of the MBA at Compostela Business School and daily analysis.
My consultancy
Nodos EnergyEverything I talk about on stage is what we apply every week: AI consulting, training and systems for companies.
07 · Contact
Shall we talk?Talks, training, press or AI projects. I answer personally.