Publishing systems · Hybrid analytics studio
Avoid both dashboard worship and gut-only decisions. We pair modest spreadsheet models with qualitative pulls from comment mines.
Present one evidence-based brief adjustment to stakeholders
Run a comment sample with declared limitations
List three metrics you will stop reporting
Mentor anchor
Meera Kang
Training coordinator translating desk analytics into class exercises.
| Video format | Data from mixed uploads |
|---|---|
| Team footprint | 3-6 analysts and marketers |
| Skill level | Advanced |
| Delivery mode | Remote-first with optional desk day |
Platform-agnostic—we care about questions, not vendor logos.
No. Spreadsheets and disciplined notes suffice.
You anonymize exports before class; we never host raw customer PII.
“Signal Readouts forced us to admit which numbers we parade for politics. Uncomfortable, then freeing.”
Jisoo · Consultancy