CLOUDAD / Knowledge
Perspectives and practical methods for the questions on your mind.
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Most AI projects stall not because the models aren't good enough, but because companies buy tools before defining the problem and preparing their data. Taiwanese and international survey…
Read the storyFrom 17 August 2026, budget-limited campaigns using target CPA, target ROAS or Demand Gen target CPC will optimise to the set target instead of bidding conservatively. What changes,…
Read the storyAI models tend to tell users what they want to hear, and research links heavy AI use with less critical thinking. What the studies say, their limits, Taiwan's…
Read the storyFrom AI Max and Meta's AI creative tools to CRM agents, AI is becoming a default capability in everyday business tools. The real question is not how much…
Read the storyCompanies adopt many AI tools yet don't get faster. The problem is often not the tools but whether the company's data, processes and judgement are legible enough for…
Read the storyThe real cost of a GA4 implementation often shows up after it goes live, when wrong tracking leads to wrong decisions. Six questions to ask a GA4 consultant…
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SAME WORD / DIFFERENT RULES
We all call it a conversionCompare definitions before comparing totals
THE QUESTION BEHIND THE NUMBERS
Before comparing numbers, compare sources and definitions. Understanding the differences is the first step towards common ground.
Build a shared understanding01 / COO PERSPECTIVES
Data is the beginning of a better question. Notes on decisions, teamwork and everyday judgement.
02 / METHODS & TOOLS
Make complex data something people can discuss and use: how to set up the tools and read the numbers.
03 / FROM DATA TO ACTION
Better strategy begins with understanding people: reading audiences through data and connecting marketing to the business.
