Stefano Noferi
I design the infrastructure that makes AI agents verifiable and governable in healthcare and enterprise settings.
Entrepreneur, software architect and researcher
A glucose foundation model with 720,000 parameters
Google Research has published GlucoFM, a self-supervised model for continuous glucose monitoring. A dual-stream architecture, 109,066 hours of unlabelled traces, and a comparison in which the smallest model of the set beats the one with 135 million parameters.
Fighting melanoma by creating personalised vaccines with AI
50% of traffic is not human
Is web search dead?
OpenMHC: release status and licences of the wearable model benchmark
Topics
Research
Applied research on AI systems architecture, digital health, and distributed infrastructure. Over 30 funded R&D projects in collaboration with universities, hospitals, and industry partners.
Go to ResearchVentures
Products and solutions across AI, Cybersecurity, Cloud and Digital Health — open, on-premise, EU-compliant (AI Act, NIS2, GDPR).
View all venturesProjects
Admina
Open-source framework for AI agent governance. A transparent proxy built on 6 pillars.
OISG
Open, Intelligent, Secure, Governed paradigm for autonomous AI systems.
Thoughts
AI agents are becoming autonomous actors inside software systems.
Current software architectures were not designed to control, monitor, or govern autonomous AI behavior.
Without new architectural layers, AI systems will introduce significant risks in security, accountability, and reliability — especially in critical domains.
My work focuses on designing secure and governable AI systems for healthcare and enterprise environments.
Open Source
Active contributor and maintainer of open-source technologies related to AI systems.
Events & Conferences
Participation and talks at conferences, meetups and community days dedicated to open source, Linux and open technologies.
Consortia & Commercial Open Source
Collaborations with consortia and companies for the development and adoption of open-source solutions in enterprise and industrial contexts.
What I'm Working On
AI Agents Governance
Building infrastructure to control and govern autonomous AI agents.
AI for Clinical Systems
Developing AI decision support systems for clinical and nutritional healthcare environments.
Secure AI Architectures
Designing security architectures for AI-driven systems.
Areas
For over 25 years I've been building software, companies and bridges between different worlds — from cybersecurity to digital health, from academic research to industry.
Linux & Open Source
Passion for free software, community contributions and adoption of Linux as main platform.
Telecommunications & Cybersecurity
Experience in networking, telecommunications and cybersecurity.
noze
Products and solutions across AI, Cybersecurity, Cloud and Digital Health — open, on-premise, EU-compliant (AI Act, NIS2, GDPR).
Research & Digital Health
Digital health research projects: digital twin for rare diseases.
Training & Coaching
Teaching and coaching for companies, universities and ITS Academy.
University & ITS lecturing
1st and 2nd level masters on cybersecurity, intelligence and open source software.
AI Governance
DebugABot and Admina: platforms for AI agent security and governance.
OISG
Open, Intelligent, Secure, Governed paradigm for autonomous AI systems.
About
Tech entrepreneur based in Pisa, founder of noze in 2000. For over two decades I've been working across artificial intelligence, cybersecurity and healthcare systems. I propose the OISG paradigm for autonomous AI systems. Sailor, sommelier and radio amateur.
Go to AboutStefano Noferi ↓ @stefanoferi / stefanòferi /