About Me

Gerald Poegl

2,500+ hours of LLM practice. 25 years of B2B experience. Proprietary methodology with patent pending. Your strategic sparring partner for AI transformation.

IT-focused high school diploma. Internationally connected. Radically practice-oriented.

Gerald Poegl - Strategic AI Sparring Partner
My Journey

From Practice for Practice

IT-focused high school diploma, 25 years in B2B sales, 15 of those in Vienna's commercial real estate market – apartment buildings and developer properties. I translate technological potential into business value.

My path to AI didn't lead through a lecture hall, but through real business problems. 2,500+ hours of working with LLMs – from Prompt Engineering through Context Engineering to Memory architectures – have distilled this practical knowledge into a proprietary methodology: the Hunter-ID Memory System (patent pending).

Internationally connected: Agentic Nights in London, IBM Hackathon in Vienna, Global AI Days, Notion 3.0 release in London. My knowledge doesn't come from whitepapers, but from direct exchange with the people building AI systems.

What drives me: The question of how businesses can not just deploy AI, but truly understand it. How tools become real system partners. You'll find the competency areas for this in the next section.

Gerald Poegl at work
Why me

What you get out of it

2,500+ Hours of LLM Practice

No Prompt Whisperer

You don't need a consultant who shows you how to use ChatGPT. You need someone who understands your business model and knows where AI creates real leverage – and where it just burns money.

Proprietary Methodology

Operating System, Not a Toy

Your people use AI – but everyone differently, without structure, without traceability. The question isn't whether AI works, but whether you can control, steer and scale it. That's exactly what a methodology is for.

London · Vienna · Bratislava

No Desk Knowledge

Agentic Nights London, IBM Hackathon Vienna, Industry meets Makers Bratislava – where the people sit who actually build AI systems. The result: consulting based on what works under pressure – not on what sounds good in whitepapers.

25 Years of B2B Sales

Real Estate DNA

Large sums, multiple parties, incomplete information, hard deadlines – that was 15 years of daily business in Vienna's commercial real estate market. Today the same game with AI adoption: Who bears the risk? What does waiting cost? Where's the ROI?

Background

Experience That Counts

2,500+ Hours

LLM practice – daily work with Claude, GPT, Gemini and specialized models

25 Years B2B

Sales experience, 15 of those in Vienna's commercial real estate market

Patent Pending

Hunter-ID Memory System – proprietary methodology for persistent AI architectures

Practical Experience

  • 2,500+ hours working with Claude, GPT, Gemini and specialized models
  • Development of the Hunter-ID Memory System (patent pending)
  • Building Context Engineering frameworks and agent architectures
  • International: Agentic Nights London, IBM Hackathon Vienna, Global AI Days, Notion 3.0 London
  • Strategic AI consulting for executives and decision-makers

My Approach

  • Practice before theory - what works counts
  • Understanding instead of recipes - you learn the "why"
  • Individual solutions - no standard packages
  • Honesty - AI is powerful, but not a cure-all
  • Long-term focus - sustainability instead of quick fixes
Philosophy

What AI Sparring Means to Me

"Sparring is not teaching. It's a dialogue at eye level."

In boxing, the sparring partner is not an opponent - they are the one who makes you better. They challenge you, reveal your blind spots, and help you grow beyond yourself.

That's exactly how I understand my role. I don't bring pre-made answers. Instead, I bring questions, experience, and the willingness to think together. Your context, your challenges, your goals - that determines our work.

My goal is not that you need me. My goal is that you understand AI well enough to continue working independently. True empowerment instead of dependency.

Let's Talk

In a free consultation, we'll get to know each other and clarify how I can support you.

Free Consultation

No obligation. Personal. 30 minutes.