Hospitality Surge Prediction - Mapulus

Surge Prediction

Know Your Crowd Before They Arrive

Predict patron numbers hours and days in advance. Optimize staffing, inventory, and operations based on AI-powered forecasts using weather, events, historical patterns, and real-time signals.

Hourly patron forecasts
Event and weather impact analysis
Staff optimization recommendations
Get Early Access - Surge Prediction

How It Works.

1

Connect Your Data

Link your POS system and historical visitor data. We'll analyze patterns and establish your baseline.

2

AI Analyzes Signals

Our AI monitors weather, events, holidays, local activities, and historical patterns to predict surges.

3

Get Actionable Forecasts

Receive hourly predictions with confidence scores and recommendations for staffing and inventory.

Turn Predictions into Profit.

Know when to staff up, stock up, or scale back. Reduce waste, maximize revenue, and deliver perfect service every time.

Hourly Forecasts

Patron predictions for every hour, up to 7 days in advance with confidence intervals.

Weather Impact

Understand how rain, heat, or perfect weather will affect your visitor numbers.

Event Detection

Automatic detection of local events, concerts, sports, and activities that drive traffic.

Staff Planning

Optimal staffing recommendations based on predicted patron numbers and service levels.

Surge Prediction Dashboard

FAQ's.

Q: How accurate are the predictions?

Our AI achieves 85-92% accuracy for next-day predictions and 75-80% for 7-day forecasts, continuously improving with your data.

Q: What venues can use this?

Restaurants, bars, cafes, hotels, clubs, entertainment venues, tourist attractions - any hospitality business with variable patron traffic.

Q: Do I need historical data?

Ideally 3-6 months of data for best results, but we can start with less and improve predictions as we gather more data.

Q: How does it integrate?

We integrate with major POS systems, or you can use our API or manual CSV uploads to provide visitor data.

Q: Can it predict special events?

Yes, we track concerts, sports, festivals, conferences, and other events that impact local foot traffic.

Q: Is it real-time?

Predictions update every hour with the latest data, and you can get instant alerts for unexpected surges.

Start Predicting Your Surges Today

  • AI-powered predictions for patron numbers hours and days in advance.
  • Optimize staffing, reduce waste, and maximize revenue opportunities.
  • Weather, events, and seasonal patterns analyzed automatically.

Request Beta Access