Flagship course
Completion Signal Studio
Six weeks to turn messy onboarding events into a completion system your team can defend—and intervene on.
Learning outcomes
- Write a completion definition stakeholders will sign
- Design an event taxonomy that survives release churn
- Build cohort and stage-handoff views non-analysts can read
- Attach owners and cadences to stall signals
- Run a critique ritual that keeps dashboards honest
Instructor
Mira Chaiyasit led activation analytics for two Bangkok-based SaaS products before joining Metricgategrid. She facilitates live critique pods and still ships sample Looker/Metabase kits each cohort.
Modules
1. Completion contracts
Define success states per persona; separate “opened” from “able.”
2. Event taxonomy labs
Rename, deprecate, and version events without breaking history.
3. Stage handoff maps
Visualize transitions and assign owners to each gap.
4. Cohort storytelling
Build charts that survive executive Q&A without vanity spikes.
5. Intervention design
Match stall signals to messages, staffing, and review windows.
6. Critique & handoff
Present your live dashboard; document next-quarter instrumentation debt.
FAQ
Do I need a warehouse before enrolling?
No. Spreadsheets and product analytics exports are enough for the first baseline. We do expect you to bring real data excerpts under your company’s sharing rules.
What is a real limitation of this course?
We do not implement tracking plans inside your production codebase. If your eng team cannot ship event changes for six weeks, your final dashboard will still reflect incomplete instrumentation—and we will call that out rather than pretend otherwise.
Is the schedule friendly to Thailand time zones?
Live pods run evenings ICT with a secondary morning option for regional remote seats. Recordings are available for two weeks after each session.
How does refund timing work?
See the Refund Policy for eligibility windows before cohort start.
Reviews from this course
The stage handoff map from module three became our weekly ops artifact. We still argue about Android under-counting, which Mira flagged as an instrumentation limit—not a teaching gap.
Homework load is real in weeks two and four. Worth it if you protect calendar time.