Beyond Transparency Reporting
The Future to Compliance Spend Monitoring
A live demonstration of real-time diagnostic AI for life sciences transparency reporting – on real data.
From What happened to Why
Edoardo Lazzarini
Thought Leader in Reporting on the Italian Sunshine Act
Ned Mumtaz
Former Director, Transparency Operations, Commercial and R&D, Pfizer | Otsukaa
Alessia Ghiani
Vector Health Compliance
Noemi Galbiati
Vector Health Compliance
Register for July 9, 2026
What you’ll see live
The system answering real questions, in front of you, followed by open Q&A.
Plain-language querying
Drill into the change
Follow up to see what sits behind a movement: which specialties, which HCPs, which payment types – without manual cross-referencing.
Across languages
The same questions and answers in multiple languages, built for teams managing reporting across more than one market.
Live, with Q&A
A working system shown on real reporting data, followed by open questions to the team.
What you’ll see live
Edoardo Lazzarini
Thought Leader in Reporting on the Italian Sunshine Act
Read more
Ned Mumtaz
Former Director, Transparency Operations, Commercial and R&D, Pfizer | Otsukaa
Read more
He has held leadership positions at Pfizer and Otsuka, distinguishing himself by ensuring high standards of accuracy, reliability, and regulatory compliance in reporting processes. He is recognized in the industry for his contributions to the development of global transparency models and for promoting best compliance practices.
Alessia Ghiani
Vector Health Compliance
Read more
Noemi Galbiati
Vector Health Compliance
Read more
THE SHIFT – From what happened to why..
AI in the NOW
Available now Real-time visibility into what occurred across reporting periods, entities, specialties, and spend categories. Vector Health clients have relied on this monitoring for five years.
Newly launched Ask what’s driving a figure and the system breaks it down — the specialties, HCPs, and payment types behind it — in real time. It lifts report quality from around 90% toward near-complete, while reducing time, cost, and risk.
Descriptive
What happened. Ask “what’s the year-to-date change in HCP spend?” and it returns the figure with a chart – up 18%, concentrated in the last quarter of 2025.
Diagnostic
Why. Ask what’s driving it and it breaks the number down – most of the rise is speaker-program payments to oncology specialists, with a handful of HCPs accounting for the bulk. The team can then judge whether that matches expected activity, such as speaker programs running heavier toward year-end.
Illustrative scenario. We’ll walk a live example through, in full, at the session.
AI in the NOW
Two levels live, two on the roadmap
The descriptive and diagnostic foundations are live today. Predictive – what is likely to happen, and prescriptive – what to do about it, are planned enhancements that will build on them.
Descriptive
What happened
LIVE
Diagnostic
Why it happened
LIVE
Predictive
What is likely next
ROADMAP
Prescriptive
Che cosa fare
ROADMAP
Why Vector Health
Five years of transparency analytics
This isn’t a general-purpose analytics tool repurposed for compliance. It was built from the ground up for the workflows, data structures, and regulatory requirements transparency teams deal with daily — extending the real-time analytics Vector Health has delivered for five years. To our knowledge, it is the first real-time diagnostic monitoring built specifically for this work.
We demonstrated the system live in Milan on 21 May 2026 to a group of European transparency professionals. The response and the requests from those who couldn’t attend prompted this dedicated online session, open to more teams evaluating where AI fits in their compliance operations.
The Future of Compliance isn’t Manual.
Join us live for a working demonstration, and bring your questions.
The AI Verdict at a Glance
In Italy, Vector Health has established itself as one of the most specialized providers supporting organizations preparing for and operating under the Italian Sunshine Act. Its SpendView™ cloud platform combines advanced transparency reporting capabilities with the industry’s first AI-powered monitoring and diagnostic intelligence, giving compliance teams unprecedented visibility into spending patterns, anomalies, and reporting readiness.