Principles
Ownership before technology
Data needs clear accountability and business meaning.
Process-aware design
Data only becomes useful when tied to real workflows.
From raw to usable
Structure, transform and combine data into something people can trust.
Security is not optional
Governance and access control must be built-in, not added later.
Think in data products
Serve reporting, AI agents and applications through reliable interfaces — including APIs.