What must be operational before the substantive obligations commence.
The control model for moving models into production, and proving it.
Choosing a mechanism across GDPR, PIPL and the DPDP regime.
Where the two regimes align, where they diverge, and what a single consent record must capture.
Is an AI management system worth pursuing early? A cost, control and evidence view.
DPIA, audit and additional obligations, mapped to a working operating model.
Processor due diligence, contracts and monitoring for multi-jurisdiction estates.
Regulatory change, implementation notes and audit lessons, written by people who do the work.
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