Academic Research Meets Stealth Incubation
Alfa Catalisi operates at two ends of the innovation spectrum. On one end, original academic research and thought leadership that advances the fields of AI, management science, and emerging technology. On the other, the identification and build-out of stealth AI ventures ready to disrupt their markets. The through-line between them is the same: a belief that the most important ideas deserve the infrastructure, the expertise, and the relationships to reach their full potential — whether that means a published body of work or a funded company.
The Intelligence Threshold
As Founder & CEO of Alfa Catalisi, Shane Prebenda is currently pioneering a new academic model for AI Governance. This project is in academic stealth and is planned for publishing in late 2026.
Inquire ConfidentiallyAgentic AI — Built in Stealth
At Alfa Catalisi, a visionary founding team of category and product development experts has assembled around a single objective: to build the next-generation agentic AI platform that every firm needs.
Inquire ConfidentiallyStealth AI Startup
The next category-defining AI company is being built right now. Quietly.
Confidential Project in Development
Alfa Catalisi is in active development of a proprietary agentic AI platform — purpose-built to bind autonomous AI agents to a constitutional delivery framework that ensures safe, structured, and scalable value creation for enterprise operators. The founding team brings deep expertise across AI architecture, SaaS product development, go-to-market execution across multiple successful exits. First‑mover advantage is the asset. Stealth is the strategy. Serious inquiries from investors, strategic partners, and prospective team members are welcomed under NDA. Our stealth startup is backed by cutting‑edge research.
Inquire for Partnership OpportunityJoin Our Incubator. Build What's Next.
We are selective by design. Every engagement begins with a conversation and ends with a result. Here's how it works.
Submit Application
Tell us what you're building, what problem it solves, and why you're the right team to solve it. Academic proposals and stealth venture concepts are both welcomed — the bar is the same: the idea has to matter.
Initial Review
Alfa Catalisi's founding team personally reviews every submission — assessing commercial viability, AI applicability, market timing, and strategic fit. No junior screeners. No automated filters. You get a real evaluation from people who have built and exited companies.
Interview
If your proposal advances, we go deep. This is a working session — not a pitch. We pressure‑test the idea, stress‑test the assumptions, and determine whether Alfa Catalisi's strategy, technology, and dealmaking infrastructure is the right accelerant for what you're building.
Onboarding
Accepted ventures and research partners are onboarded into the Alfa Catalisi ecosystem — with direct access to our consulting practice, AI development capabilities, and dealmaking network. From this point forward, we are not your advisor. We are your team.