Flagship course

Usage Signal Studio

A six-week path for analysts, PMs, and data designers who need a Data Visualization and Analytics Platform for Product Usage Intelligence that survives real roadmap debates.

Informational price: MYR 3,850 per seat · Live online with two Damansara studio days

Team collaborating around a laptop with charts

Learning outcomes

  • Write a metric dictionary that product and engineering both sign.
  • Choose chart forms that match decision tempo, not fashion.
  • Ship a critique-ready dashboard skeleton with annotation rules.
  • Facilitate a usage review that ends with owners and dates.

Modules

1. Event honesty

Audit tracking gaps, duplicate names, and silent nulls before you visualize anything.

2. Metric dictionary

Define activation, engagement, and habit signals with formulas stakeholders can repeat.

3. Retention without theater

Build ladders and curves that show who stays, who stalls, and what the chart cannot claim.

4. Platform composition

Arrange pages for explorers versus executives inside your usage intelligence stack.

5. Critique studio

Apply the DevRoute scorecard in live reviews with peers from other industries.

6. Decision rituals

Install a weekly usage ritual that connects charts to backlog changes.

Portrait of instructor Mei Tan

Lead instructor

Mei Tan

Former analytics lead for a Southeast Asia marketplace. Mei now teaches visual systems for product usage at DevRoute Center and facilitates private clinics for growth teams in Selangor.

Informational pricing

MYR 3,850

Includes critique sessions, template pack, and two in-person studio days. Payments are not processed on this website — contact us to enroll.

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FAQ

Do I need SQL fluency?

You should be comfortable reading query results or partnering with someone who can. The course focuses on visual decisions, not teaching SQL from zero.

What tools do you teach?

Concepts transfer across common BI and product analytics tools. We do not lock the curriculum to a single vendor license.

What is a real limitation of this course?

Usage Signal Studio will not fix broken instrumentation. If your events are unreliable, Module 1 will surface that early — and you may need engineering time before Module 4 is useful.

“Module 4’s platform composition sketch became our North Star page. Engineering finally stopped rebuilding the same funnel three ways.”

Daniel Khoo · staff PM, logistics SaaS

★★★★☆

Solid critique practice. Wish there was an optional SQL appendix for newer analysts, but the visual route work was worth the seat.

Platform review · Usage Signal Studio cohort 12