Data governance
Why governance programmes stall after six months
Unclear ownership is the usual cause. Here is how to assign it without a reorganization.
AI governance
Five questions to ask before an AI model goes live
A short checklist for data lineage, bias, accountability and monitoring.
Compliance
GDPR, CCPA and AI law: what your data inventory must show
The minimum records that make regulatory requests routine instead of urgent.
Data quality
Measuring data quality without a big tool budget
Three metrics you can track in a spreadsheet this week.