One of my key takeaways from onsite implementations (like Mercedes Benz Korea and Hyundai Auto Finance China) was the importance of local business etiquette. Whether it’s agile rituals, approval chains, or tech stack preferences, aligning with local practices increases velocity and stakeholder trust.

Tip: Build a localized R&R matrix early—clarify who owns what, and match roles with cultural expectations.

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