المدن الذكية· SMART CITY
Tawaqquتوقّع
15-minute-horizon forecasts for transit load, signal optimisation, and event surge.
Forecasting models that predict transit load and traffic signal demand 15 minutes ahead — including event-driven surges — so signal timing adjusts before congestion builds, not after.
من يتوقع الزحام يتجاوزه
“Whoever anticipates the congestion moves past it.”
What Tawaqqu does
15-minute-horizon forecasts
Load predictions update continuously, giving operators a real lead time instead of reacting live.
Event-aware modeling
Stadium events, festivals, and holidays factor into the forecast automatically.
Signal timing optimization
Recommended signal timing adjusts intersection by intersection, based on the forecast.
Historical accuracy tracking
Forecast accuracy is tracked openly, so trust in the model is earned, not assumed.
Scenario planning
Planners can model a new event or road closure before it happens, not after congestion reports come in.
Sovereign data residency
Mobility data and forecasts stay hosted in-Kingdom.
See Tawaqqu in action
An early UX walkthrough of the product, designed bilingually from day one.
Forecasting dashboard
Signal timing
How it works
Ingest
Live transit, traffic, and event data feed the forecasting engine continuously.
Forecast
Load predictions update on a 15-minute rolling horizon.
Optimize
Signal timing recommendations adjust ahead of predicted congestion.
Review
Forecast accuracy and outcomes are tracked to keep improving the model.
Get ahead of congestion before it forms
We're selecting design-partner municipalities for the first pilot cohort. Book a briefing to see the product and discuss fit.
Request a Pilot