AI, CYBERSECURITY & DePIN STRATEGY · DBA · WORKING INTERNATIONALLY
Technology people can rely on, even under attack.
I help enterprise and public-sector leaders adopt AI, secure critical services and assess decentralized infrastructure with the rigour these decisions demand, bridging what is technically possible and what organisations can trust, adopt and govern.

FOCUS AREAS
Advisory across five frontier capabilities
Each engagement starts from a business problem, not a technology.
01
Conversational AI
Chatbots and voicebots that people actually use: designed, evaluated and governed for accuracy, trust and adoption.
02
Agentic AI
Autonomous agents with the right use cases, orchestration and guardrails, keeping a human in the loop where it matters.
03
LLM Strategy
Build or buy, open or closed: a defensible model strategy covering architecture, evaluation and governance.
04
DePIN
Sober assessment of Decentralized Physical Infrastructure: feasibility, tokenomics, governance and operational risk.
05
Cybersecurity
Resilience testing for critical services, from DDoS readiness to the new attack surface that AI systems and agents create.
FEATURED RESEARCH
AI adoption, trust and concern in Ticino
A survey of 116 residents and businesses on how AI services are used and what people fear about them. Co-authored with Sophie Hundertmark, generative-AI researcher at the Lucerne University of Applied Sciences and Arts (HSLU).
87%
use AI services in some form
42.6%
use them every day
75.6%
use AI both at work and in private life
The finding that matters for deployment: alongside near-universal use, privacy and reliability remained the dominant concerns. Adoption and distrust coexist. That is precisely the gap a well-governed deployment has to close.
“The hard part of enterprise AI is rarely the model. It is trust, governance, and adoption.”
Massimiliano Decarli
Let’s discuss your deployment.
Whether you are scoping a first pilot or de-risking a programme already underway, a short conversation is the fastest way to find out if I can help.