Cross-functional roles bridge the gap between IT and business knowledge. Sometimes this bridging involves high-level coordination, like the product manager for AI systems and services at Shopee, an e-commerce platform in Southeast Asia, who ensures alignment across the organization and finalizes multi-stakeholder decisions. Sometimes it means multidisciplinary teams more specifically focused on governance, compliance or ethics.