
Contextual AI for ecommerce: Beyond the Click and Into the Conversation
The rise of contextual AI in commerce, where platforms use memory, context, and relational understanding to guide shoppers, is the most significant shift in…
Read more →Thinking at the intersection of enterprise AI, digital transformation, and what it takes to make change stick inside large organisations.
AI & Technology
How AI is reshaping enterprise strategy, operations, and the humans navigating the shift.
Digital Transformation
The work behind the roadmaps — governance, change management, and delivery at scale in APAC.

The rise of contextual AI in commerce, where platforms use memory, context, and relational understanding to guide shoppers, is the most significant shift in…
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E-commerce has become a cornerstone of global retail, and as we move into 2025, its growth shows no signs of slowing. The ongoing digitalization of modern…
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As someone who has spent years working at the intersection of eCommerce, digital strategy, customer experience, and analytics, I’ve seen how the dynamics…
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The reported partnership between Shopify and OpenAI to integrate checkout capabilities directly into ChatGPT represents a potentially seismic shift in the…
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As someone who has championed digital transformation projects across retail and finance sectors, I’ve had the privilege of seeing firsthand how these…
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Customer experience management (CXM) has emerged as a top priority for companies in today’s digital landscape. It refers to the strategic practice of…
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The marketing world has recently embraced the infinity loop as an evolution of the marketing funnel, and a revolutionary way to understand and engage with…
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When building a platform designed to empower brands, one of the most important questions we kept coming back to was this: How do we help brands not just…
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(Cover photo of this article is copyright WARC, source: https://www.warc.com/reports) I had the opportunity to write an article for WARC. This WARC exclusive…
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