Brand-Specific Test Numbers: Smile Generation & Generac
Case-study guidance on crafting mock numbers for Smile Generation dental flows and Generac IoT devices.
2025-01-11•Case Study
Smile Generation onboarding
Dental CRMs often require US-specific formatting, HIPAA-compliant storage, and flags for marketing consent. Use the US preset with area code ranges that match clinic locations, then label datasets with fake patient IDs.
Generac IoT callbacks
Power equipment portals may contact technicians worldwide. Generate international/E.164 mixes so notification services can simulate SMS alerts without reaching real engineers.
Governance tips
- Maintain separate CSV files per brand to prevent cross-usage.
- Document how each dataset was generated, including prefixes and formats.
- Store the files in an access-controlled bucket since they may still reveal business logic.