
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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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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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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In almost every conversation I have with clients about data and marketing technology, the question comes up: “Can’t we just use our data warehouse as a…
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The financial industry in the Asia-Pacific (APAC) region faces unique challenges as it seeks to modernize its marketing strategies and better serve a diverse…
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As a digital transformation strategist who has worked with global brands across multiple sectors, I've consistently observed that strong marketing fundamentals…
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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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