NYC yellow taxis to test using GPS to calculate fares to keep up with tech-driven competitors
Tech Inside Yellow Cabs Faces an Overhaul — Taximeters could be replaced by GPS and ‘Taxi TVs’ may be on way out as regulators set pilot project — The technology inside many New York City yellow taxis …
Context & Ripple Effects
By late 2015 the pressure on New York's meter-and-medallion machine was already measurable: Uber's affiliated cars had grown to 14K, edging past the city's 13.5K medallion cabs, and the industry itself was building an answer with Arro, its own no-surge hailing app. This pilot is the regulator's side of that response — letting the fare itself move off dedicated hardware.
The timing matters: within two weeks Flywheel would announce TaxiOS, a smartphone system replacing the meter, payment, navigation, and dispatch stack, betting that the Taxi and Limousine Commission would license exactly this kind of software substitution. GPS-based fares are the enabling permission slip for that whole category.
First-order effects
- Yellow cab owners and drivers in the pilot trade their certified taximeters for GPS-calculated fares, putting the TLC — not the meter manufacturer — at the center of how a ride gets priced.
Second-order effects
- Third-party cab-tech vendors gain an opening: once the TLC accepts software metering, systems like Flywheel's TaxiOS can compete to become the taxi's operating layer, which it did when the commission granted TaxiOS a license the following year.
- App-based dispatch becomes easier to bolt on: a software-defined fare can be surfaced inside apps like Arro — and, years later, inside Uber, which agreed in 2022 to list all ~14K NYC taxis on its app.
Third-order effects
- The taximeter has been part of the medallion-era regulatory apparatus; if fares run on certified software instead, the moat around traditional cab operations thins and the industry's infrastructure consolidates around whichever platform owns the software layer — a path that ended, in the corpus, with Uber absorbing taxi fleets in both New York and San Francisco.
The trend: Taxi regulation is migrating from dedicated fare hardware to software-defined pricing, dissolving the technical barrier that kept yellow cabs outside the ride-hailing platforms' distribution.