The engagement highlights Chitrangana’s awareness of emerging global benchmarks in ecommerce innovation. This initiative underscores the strategic potential of AI-driven personalization at the post-transaction stage—enhancing customer lifetime value, optimizing conversion windows, and elevating the relevance of digital experiences. Our alignment with such forward-focused models reflects our commitment to enabling future-ready commerce through intelligent design and operational insight.