Every profession
runs on knowledge.
Knowledge disappears.
When a senior doctor retires, thirty years of clinical intuition walk out the door.
When a partner leaves the firm, the institutional knowledge goes with them.
This has always been inevitable.
Until now.
The professionals who need AI most
are the ones forbidden from using it.
Healthcare
Patient records cannot leave hospital servers. HIPAA and GDPR make cloud AI illegal for clinical use. Fines reach €20M per breach.
Legal
Attorney-client privilege prohibits uploading case files to any external service. A single breach ends a career — or a firm.
Finance
Portfolio strategies, client data, and M&A intelligence are MiFID II-regulated. Regulators do not care how powerful the AI is.
“I’d love to use AI for diagnosis support, but I can’t upload patient records to any external service. It’s illegal.” — Dr. Elena M., Psychiatrist, Milan
Four forces converged in 2024.
The window is 18–24 months.
🤖 AI Commoditized
Open-source models now match GPT-4 quality. The technology barrier is gone. Anyone can run state-of-the-art AI on private infrastructure today.
📜 Regulations Tightening
GDPR, EU AI Act, HIPAA updates — regulators are making data sovereignty mandatory. Cloud-only AI is becoming a liability, not a feature.
💰 Infrastructure Costs Collapsed
Running private AI infrastructure dropped from €10,000/month in 2023 to €1,950 today. An 80% reduction that changes the economics entirely.
😠 Professionals Are Ready
They tried ChatGPT. It doesn’t know their domain, doesn’t protect their data, and writes in a generic voice. The market is actively looking for an alternative.
We built the
Professional AI Twin.
PRISM is not another chatbot. It is a platform that creates a digital version of a professional’s expertise — trained on their knowledge, writing in their voice, thinking with their methodology, and running entirely on their own infrastructure.
It does not retrieve. It reasons. It does not forget. It learns. It does not sound like a machine. It sounds like you.
Identity
WHO the Twin is — domain, role, methodology, language
Knowledge
WHAT it knows — your documents, protocols, case histories
Style
HOW it writes — your vocabulary, structure, voice
Reasoning
HOW it thinks — synthesis, pattern recognition, source tracing
Memory
WHAT it remembers — every session, every decision, every thread
Learning
WHAT it has learned — validated insights that compound over time
Twenty-five years running money in London, Geneva, and New York — at Wealth Global Management, Banque Morval, and Crédit Agricole. He knows what regulated industries need because he lived inside them. He studied epistemology at Milan and econometrics at Harvard, working with John Nash and Gary Chamberlain. For fifteen years he has taught Machine Learning and AI at ITS Angelo Rizzoli. He didn’t hire a team to build PRISM. He built it himself.
“Most pre-seed founders show a slide deck.
We can demo a working platform.”
€250K to launch
what is already built.
Terms
Milestones
Pre-Seed — Now
Series A — Q3 2027
Series B — Q1 2029
Want to go deeper? The full financial deck covers infrastructure costs, pricing architecture, profitability scenarios, cap table, and every milestone in detail.
Explore the Full Deck →The platform runs.
The market is ready.
Let’s talk.
Every conversation includes a live demonstration. We will build a Professional AI Twin in your domain, with your documents, during the call.
Request a Conversation →
This document contains forward-looking statements. Actual results may differ materially.
This is not an offer to sell securities. Investment involves risk including potential loss of principal.