Machine Learning Forecasts – PMI daily Live forecast by d2o
With PMI’s machine learning forecasts, hotel teams can predict demand with confidence and adjust resources in real time.
This level of precision ensures stability even when guest demand fluctuates daily. PMI delivers machine learning forecasts that offer predictability despite fluctuating guest demand and revenues. With a quick glance, you can see how your revenue and demand unfolds, and know which actions to take. See how it works!

Actionable data for better resource planning
Get the insights you need to plan your resources more efficiently. PMI enables you to see the activity level as it develops, and act accordingly. Each operational department receives insights on how many resources are needed each day, based on the latest prediction, to eliminate over- or under-resourced days.
This means managers can align staffing with real demand, reduce unnecessary labor costs, and ensure consistent service quality for guests. By turning forecasts into daily, department-specific guidance, PMI makes resource planning both smarter and easier to execute.
Intuitive and simple onboarding
The collaborative Live Forecast is designed and tailored for on-the-go hoteliers who want to stay focused on guest service rather than complex systems.
With its intuitive interface, new users can get started quickly without lengthy training or manuals. No previous experience or technical knowledge is required, PMI guides you step by step, showing you which actions to take and when. This makes onboarding effortless, reduces resistance to change, and helps teams realize value from day one.


Foresee future demand
Foresee the future demand with the lowest margin of error.
Easier forecasting
Easier forecasting powered by machine learning.
Set realistic forecast
PMI generates an unbiased and realistic prediction to serve as a baseline for planning resources for the next 12 months.
Track performance
Track how you are pacing against your targets and take corrective actions in time.