Capacity Planning: NYC Transportation Demand
TSF produces daily trip demand forecasts by zone, borough, and service type — before the week begins. Forecasts are not updated as actuals come in. The gold line was generated in advance. What you see is what the model said demand would be.
Any business that pre-positions supply against demand faces the same problem: reactive signals always arrive too late. A fleet operator staging vehicles, a hotel revenue manager setting rates and inventory for the next 90 days, a logistics firm allocating drivers by zone — all of them are making capacity decisions before demand is confirmed. TSF provides the structural baseline that makes those decisions defensible. It ignores transient noise and holds with 85–95% confidence, whether the demand signal is taxi trips by borough or room nights by market segment.
This dashboard uses publicly available NYC TLC trip record data. The methodology is identical to what we deploy against your operational demand signals — transportation, hospitality, or any other capacity-constrained vertical.
See What TSF Demand Can Do For Your Business
Every TSF Demand engagement starts with a free consultation. We review your data environment, walk through your planning needs, and give you a clear picture of what the service would look like for your business. You decide what happens next.