INSIGHTS · AI × BUSINESS
Ideas and Frameworks for Connecting AI to Real Business Decisions
Writing on commercial growth, marketing, sales, CRM, data, AI workflow, and executive decision-making.
Topics covered
These articles connect business diagnosis, AI-native working systems, and executive decision-making. Each one explains a way of thinking you can actually use, not academic theory.
Featured Insight
Diagnose Before Prescribing: Why Growth Problems Are Often Misdiagnosed
Growth problems are usually diagnosed from the most visible symptom. How to separate symptoms from causes before deciding.
Diagnose Before Prescribing: Why Growth Problems Are Often Misdiagnosed
Growth problems are usually diagnosed from the most visible symptom. How to separate symptoms from causes before deciding.
AI Native Is a Work System, Not a Tool List
Being AI-native is not measured by how many tools you use, but by how the thinking and the workflow are designed.
From Fragmented Metrics to One Shared Performance Language
When every team measures on its own metric, the organisation cannot tell whether performance improved.
Written by
Chanikan Kanchanasalee
AI-Native Business Strategist specialising in Commercial Growth
Experienced in leading cross-functional work across Commercial Growth, Marketing, Sales, CRM, Data and Operations.
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