Sugar Guest Pro
AI event management, validated with a 48-hour WhatsApp bot before any engineering.
01 · Problem
Event planners drowned in check-in chaos at the door, and building the full product first would have been an expensive guess.
02 · What I did
Rather than build first, I shipped a WhatsApp bot in 48 hours to test the hypothesis with real planners, then shaped the tool around how they actually run the door.
03 · Outcome
Check-in times fell by half across 20+ event planners. The bet was real, and proven cheaply.
04 · Features & outcomes
48-Hour Validation. Deployed a WhatsApp bot in 48 hours to validate a usage hypothesis before committing any engineering resources.
Check-in Speed. Served 20+ event planners with check-in times cut by half.
Planner Workflow. An event-management tool shaped around how planners actually run the door.