Consulting

How I work with clients

Most AI projects stall between proof-of-concept and daily use. I help SMBs and financial services teams cross that gap — through corporate AI workshops, production LLM systems, and strategic advisory. Three services, one methodology.

Three services

Pick the engagement that fits where you are.

Strategic Advisory

Executive-level guidance for leaders rolling out AI. Where to invest, where to wait, how to manage risk. Best delivered as ongoing advisory or quarterly strategic reviews.

From CHF 1,500 per day.

AI Workshops & Training

Five-module corporate AI training for non-technical business teams, built around the 5 P’s of Prompting framework. Designed for real workflow adoption, not awareness. Virtual-first; in-person available in Europe.

From CHF 2,000 per workshop. Multi-workshop pilots: CHF 5,500–6,000 for three sessions.

AI Implementation

Production AI systems: RAG-based assistants, multi-agent architectures, custom LLM integrations. Same architectural patterns used in Augself.ai, EnableMate.ai, and the Swing Trader autonomous trading system.

Project-based, from CHF 130/hour or fixed scope.

The audit — where to start if you’re not sure

A structured assessment of where AI can deliver real value across your organization — and just as importantly, where it can’t.

If you’re unsure which service fits, the AI Opportunity Audit is the entry point. It produces an AI Opportunity Map, a prioritized roadmap, and recommended engagement paths — designed to be valuable standalone, and to inform any follow-on engagements that emerge.

AI Opportunity Audit

Structured 2-week engagement. Stakeholder interviews, workflow review, opportunity mapping, and a prioritized roadmap you can act on with or without me.

CHF 3,500–7,500 fixed, approximately 2 weeks, multi-stakeholder.

The 5 P’s of Prompting

Methodology spine. A framework for non-technical teams to consistently get useful output from AI tools.

I developed this framework for corporate AI workshops. It’s the structure participants use during training and carry back to their daily work.

  • Premise — what’s the situation? Audience, goal, constraints.
  • Persona — what role should the AI take?
  • Pattern — what does good look like? Show one or two examples.
  • Purpose — what specifically should it produce?
  • Presentation — what format and length?

More on the AI Sweet Spot and the AI Opportunity Map on the Methodology section.

Why work with me

Scientific rigor, regulated-sector experience, production AI built.

  • Ph.D. in Physics — scientific rigor in every assessment.
  • 3+ years at Credit Suisse — regulated-sector experience on Palantir Foundry: trade surveillance, regulatory compliance, cybersecurity, holistic risk management.
  • Cross-industry consulting — healthcare, energy, insurance, transportation, telecommunications, banking.
  • Production AI platforms built — Augself.ai, EnableMate.ai, Swing Trader.
  • Zurich-based, Swiss C Permit — available across the DACH region for in-person workshops and audits.

Also available on

Let’s talk

The first conversation is always free. A 45-minute discovery call to understand your context and decide whether we’re a fit. Pick a time below — no obligation, no pitch deck.

Talk to my discovery assistant