Marketing.
Content generation, segmentation, personalisation, campaign optimisation.
AIO — Artificial Intelligence Operations. The discipline of applying generative AI and machine learning to real operational processes: marketing, customer service, supply chain, R&D, knowledge management. Not experimentation: production.
The average enterprise today has dozens of AI pilot projects scattered across departments. Almost none in production. Almost none producing measurable ROI. Almost none coordinated with the others.
AIO is the structured way to bring AI into operational processes: from use case selection to production, from governance to continuous evolution. The practice that separates a company experimenting with AI from a company actually using it.
I wrote the first Italian-language book on the subject in 2023.
Content generation, segmentation, personalisation, campaign optimisation.
Intelligent chatbots, request classification, agent assistance.
Demand forecasting, order optimisation, predictive maintenance.
Documentary research, summarisation, assisted ideation.
Intelligent knowledge bases, internal semantic search.
The first Italian-language book on AI Operations. Concrete use cases, implementation frameworks, real Italian cases.