Instructor
Lina Cheong
Former reporting lead for a regional compliance programme. Lina now facilitates studios across Malaysia with a focus on audit-ready visualization habits.
Flagship course
Governance Dashboard Studio
A six-week studio where you design, critique, and hand off a Data Visualization and Analytics Platform slice tailored to enterprise data governance reporting.
6 weeks · live cohort
Informational price: RM 3,450
Next seats via contact form
Learning outcomes
Frame the audience stack
Separate auditor, steward, and executive needs without maintaining three disconnected products.
Encode evidence, not decoration
Choose chart types that protect lineage claims and exception definitions.
Ship a steward playbook
Leave with refresh owners, annotation standards, and a critique rubric your team can reuse.
Modules
Week-by-week studio map
01
Source friction audit
Inventory the exports, tickets, and policy docs that currently feed your pack. Identify unowned fields.
02
Metric contracts
Write plain-language definitions for the five numbers leadership argues about most.
03
Lineage-to-visual links
Annotate each chart with provenance footnotes and failure modes.
04
Exception storytelling
Design triage boards that show volume, age, and ownership without inducing alert fatigue.
05
Executive compression
Reduce the pack to a three-slide narrative with a controlled drill path.
06
Hand-off rehearsal
Run a live critique with a guest steward and publish your refresh calendar.
Informational pricing
RM 3,450 / seat
Includes live sessions, critique circles, mentor review of one board pack, and twelve months of alumni channel access. Payment is arranged offline after acceptance — this page does not process checkout.
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Learner notes
Reviews from this course
Module three’s lineage footnotes stopped our EXCO from treating every spike as a crisis. We still want more SQL examples for unusual joins, but the visual contracts were immediately usable.
★★★★★
The hand-off rehearsal exposed gaps our internal review had missed for months.
FAQ
Practical limits to know upfront
Which tools do we use?
Concepts are tool-agnostic. Demonstrations rotate across common BI platforms; you may complete assignments in the stack your employer already licenses.
Is prior SQL required?
Comfortable filtering and joining tables helps. We do not teach SQL from zero, and learners without query experience often need a colleague’s support for week-four refresh work.
What is a real limitation of this course?
We do not implement production data pipelines or security controls for you. The studio improves how evidence is visualized and narrated; it will not replace your engineering backlog for source system fixes.
Can teams attend together?
Yes. Groups of four or more can request a Stewardship Atelier overlay for shared domain context. See pricing for private options.