Dashboards
Usage Depth Heatfield
Module-level heatfields that show where depth concentrates or evaporates.
Overview
Heatfields layer module usage over time so you can spot pockets of power users versus zombie licenses. Works best when your event taxonomy is messy — we document assumptions loudly.
4 weeks · Remote · from SGD 8,900
Darren Yip
Analytics lead with prior work on product telemetry hygiene.
Included capabilities
- Module family rollups you can rename
- Ghost account detector with manual dismiss
- Depth thresholds tuned in a working session
- Snapshot GIF for internal newsletters (optional)
- API for embedding in internal wiki pages
Outcomes teams track
- Clearer rightsizing conversations
- Better enablement targeting
- Shared view between CS and product marketing
Experience notes
Ghost account detector surfaced five accounts we thought were power users — humbling and useful.
GIF export was a gimmick we thought we would skip, then comms asked for it every sprint.
Questions
Handles sparse events?
Yes, with wider time windows and explicit confidence labels on cells.
Mobile view?
Readable summaries yes; full heatfield is desktop-first by design.
Not included?
No predictive "next best module" engine here — that is a different line.