QueuePilot

QueuePilot is a mobile app that predicts real-time wait times for everyday places—clinics, pharmacies, government offices, cafés, and gyms—using a mix of lightweight user check-ins and venue-side signals. Users tap “I’m here” when they arrive and “Done” when they leave; the app turns that into rolling wait estimates and confidence scores for each location and time window. For venues, a simple optional dashboard lets staff post a one-tap status (e.g., “short staffed,” “system down,” “rush”) to improve accuracy. The app focuses on reliability over hype: it shows when it doesn’t know, and it rewards consistent contributors with perks (priority alerts, saved routes, and partner discounts). Monetization is straightforward: venue subscriptions for visibility and analytics, plus a consumer premium tier for alerts and planning tools.