Advisory
Pilot Health Sandbox
Sandbox workspace for pilots with guardrailed data and disposable views.
Overview
For teams testing a new SKU or region, the sandbox mirrors health views with synthetic or masked data so you can rehearse rituals before production cutover.
2–3 weeks · Remote · from SGD 5,400
Ben Koh
Analytics lead with focus on safe experimentation patterns.
Included capabilities
- Masked data recipes documented
- Disposable dashboards that expire
- Checklist for promotion to production
- Training recordings for new pods
- Rollback notes template
Outcomes teams track
- Less production clutter during pilots
- Clearer promotion criteria
- Safer training for new hires
Experience notes
Promotion checklist caught a naming mismatch we would have shipped blindly.
Questions
Synthetic data quality?
Good enough for layout and ritual rehearsal, not for external promises.
Retention?
Sandboxes auto-archive after 90 days unless extended in writing.
Exclusions?
No production SLA while in sandbox mode.