Privacy by design in Gulf programs
UAE PDPL requires clarity on purpose, retention, and cross-border processing — map these before connector build-out.
Multilingual corpora need language-aware evaluation sets, not English-only golden questions.
Delivery overlap
GST-aligned ceremonies with India HQ execution provide throughput without losing stakeholder trust.
Architecture packs should address enterprise procurement common in Dubai and Abu Dhabi programs.