2025

Admina — AI Agent Governance

Open-source framework for AI agent governance. A transparent proxy governing every interaction between AI agents and external systems, built on 6 pillars: Loop Breaker, Anti-Injection Firewall, PII Redaction, OpenTelemetry Native, Forensic Black Box, and EU AI Act Compliance. Apache 2.0 licensed.

Loop BreakerAnti-Injection FirewallPII RedactionOpenTelemetry NativeForensic Black BoxEU AI Act ComplianceMCP NativeOpen Source
2026

OISG — Open, Intelligent, Secure, Governed

Architectural paradigm for autonomous AI systems grounded in four interdependent pillars: openness of components, measurable and explainable intelligence, resilience against adversarial manipulation, and verifiable governance with immutable evidence. Paper version 1.0 (April 2026), CC BY 4.0 licensed, with mapping onto EU AI Act, NIST AI RMF, ISO/IEC 42001 and the OWASP Top 10 for Agentic Applications.

AI GovernanceAutonomous AgentsEU AI ActNIST AI RMFISO/IEC 42001Paper CC BY 4.0Adequacy Test
2020

Meyer SBS & AI Project

Collaboration with Meyer Children's Hospital (Florence) on AI and digital twin for Short Bowel Syndrome (SBS), a rare paediatric disease. Research activities, co-supervision of degree and specialisation theses, participation in funded research projects and the UNIFI Master's programme on Rare Diseases.

AI & Digital TwinShort Bowel SyndromeHome Parenteral NutritionMedical InformaticsThesis co-supervisionFunded projectsRare Diseases Master – UNIFI
2019

INPECO & SSSA ALA — Advanced Laboratory Automation

Joint R&D project between INPECO Group and the BioRobotics Institute at Scuola Superiore Sant'Anna (Pisa). Development of advanced automation and robotics for clinical laboratories: skin lesion detection via deep learning, integrated multimodal sensing, and full traceability of samples and data. €3.5M investment with a team of 30 researchers.

Deep LearningSkin Cancer DetectionMultimodal SensingLaboratory AutomationIndustry 4.0Digital HealthBioRobotics
2008

RI.P.E.G. — Urban Particulate Monitoring

Development of a portable system for real-time measurement of ultrafine particulate matter and main pollutant gases (ozone, carbon monoxide, NOx) in urban areas. Innovative sensors mounted on vehicles and buses for mobile monitoring with data transmission via GPS, UMTS, WiFi and WIMAX. POR FESR 2007-2013 funded project with Alitec, noze and SICE Telecomunicazioni.

Ultrafine particulateMobile sensorsIoT & TelemetryGPS / UMTS / WiFiPOR FESREnvironmental monitoring
2004

MindRACES — Anticipatory Cognitive Systems

Three-year EU FP6 project (IST-511931) with 8 international partners. Research on anticipatory cognitive mechanisms to build systems capable of predicting action outcomes, modelling future events, and controlling perception in anticipatory ways. Over 80 scientific publications and multiple robotic and software demonstrators.

EU FP6Cognitive systemsNeuroevolutionAnticipatory roboticsLearning Classifier SystemsAdaptive Learning