Artificial intelligence is useful when it generates concrete business value. My role is to identify where it genuinely helps, structure the use case and take the company from initial assessment to applied experimentation.
A three-step path
- Identify — where AI and automation can reduce friction or open opportunities: commercial development, customer relationships, operational processes, decision support.
- Business case — define the use case, the expected value and the success criteria.
- POC and MVP — applied experimentation on a defined scope, with measurement of results.
Areas of application
AI agents and conversational systems, interactive avatars, workflow automation, lead management and the practical adoption of artificial intelligence in commercial and operational contexts. The work includes use-case design, applied AI labs and AI-assisted approaches to work processes.
On digital innovation I work with BitForFun, an Innovation House with expertise in software development, AI and immersive technologies across Italy and the UK.
Principle
The focus is on results, not tools. Technology enters the business when it is clear which problem it solves and how the effect is measured.