Services / IT Operations
Operational data only works when it can be trusted. I focus on the foundational layers that everything else depends on.
CMDB issues rarely originate in the CMDB itself. They emerge from inconsistent discovery, conflicting data sources, and identification rules that don't hold under real conditions.
I focus on stabilising how data is captured and reconciled, so the platform can act as a reliable system of record.