Sep 10, 2026 · 5 min · 6 segments
Pharma CDOs operate at the intersection of three distinct regulatory systems, each with its own logic, its own enforcement body, and its own definition of what a data record actually is. Understanding…
How many companies actually design for it up front versus discovering it the hard way?
fewer than they'd admit.
DBT Labs, and I'll flag they sell data tooling, so read them with a squint.
Put out numbers suggesting most regulated firms still can't trace a single field back through its full lineage.
The governance gap isn't tooling, it's that nobody owns the conflict.
three regimes, and often three different departments, none of whom talk before something breaks.
So who should own it?
One person with authority over quality, privacy, and records at once.
Usually the chief data officer, because they're the only one who sees all three regimes on one screen.
Give me the one thing an exec does Monday morning.
If it can reach your audit trail, stop it today.
Delete the link, never the record.
How many companies actually design for it up front versus discovering it the hard way?
fewer than they'd admit.
DBT Labs, and I'll flag they sell data tooling, so read them with a squint.
Put out numbers suggesting most regulated firms still can't trace a single field back through its full lineage.
The governance gap isn't tooling, it's that nobody owns the conflict.
three regimes, and often three different departments, none of whom talk before something breaks.
So who should own it?
One person with authority over quality, privacy, and records at once.
Usually the chief data officer, because they're the only one who sees all three regimes on one screen.
Give me the one thing an exec does Monday morning.
If it can reach your audit trail, stop it today.
Delete the link, never the record.
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