Question 1

How do you handle CCPA and state privacy laws?

Accepted Answer

Data classification, retention policies, and deletion-of-record workflows are all part of the governance scope. We build the operational pattern that demonstrates compliance; your privacy counsel handles the legal interpretation.

Question 2

What about PCI-DSS for payment data?

Accepted Answer

We do not handle PCI scope ourselves; payment data lives in tokenized or PCI-DSS-segmented systems. Our analytics work operates on non-PCI customer attributes, with documented data-flow diagrams that the QSA can review.

Question 3

How long does a retail governance program take?

Accepted Answer

First useful phase (top 20 assets cataloged, MDM owners assigned, privacy workflows defined) lands in 90 to 150 days. Full enterprise rollout 12 to 24 months.

Question 4

Is data governance just documentation work?

Accepted Answer

No. Documents without operational enforcement do not change behavior. The work is the operating model: named owners, defined SLAs, monitoring posture, and the change-management pattern that prevents drift. The documents follow from the operating model.

Question 5

How do you measure governance program success?

Accepted Answer

Time-to-trust for new analytical use cases, time-to-resolution for data quality incidents, and the metric-consistency rate across downstream consumers. We instrument these from day one of the engagement.