Industries
Where I work
The same economics-of-AI approach, shaped to the realities — and the regulation — of each sector.
Public Sector
Citizen services and public administration — where AI can lift service quality and cut cost at scale. This is my most recent ground — and where the biggest gains come from reinventing how services are delivered, not just deploying the technology.
Telecom
Network, customer, and operations data at scale — AI for churn, service assurance, and automation, governed to satisfy regulators. My deepest sector: decades inside major operators across the GCC and beyond.
Smart city, smart factory, smart enterprise
Where sensors, operations, and enterprise systems converge — AI that turns connected data into decisions. A span that reaches from national smart-city ambitions to the factory floor and the back office.