Govern the Data First
From scattered to usable: building data your organisation can actually act on
Why Governance First
Data is only an asset once someone can trust it. Data governance is the framework that makes it trustworthy: who owns which data, what the words mean, and how you find out when it goes wrong.
Decisions rest on facts rather than noise.
GDPR and Taiwan's Personal Data Protection Act.
No more silos — the business side takes what it needs, when it needs it.
How the Work Runs
Data inventory
Like taking stock of a warehouse: what data you hold, where it lives, and who is responsible for it. We build the catalogue (Data Catalog).
Standardisation
One vocabulary across the company. Does "revenue" include tax? Does "customer" mean someone who ordered, or someone who might? Two departments answering differently is not a reporting problem, it is a definition problem.
Data quality monitoring
Automated checks that catch nulls, outliers and duplicates at the source — before they reach a report someone makes a decision from.
Ready to Start
Get the data foundation right, and every AI project after it gets cheaper. Get it wrong, and none of them work.
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