TaxiDex
AI & Tech

The 12 signals that make AI auto-dispatch actually work

Distance is the obvious one. The other 11 — from driver fatigue scoring to route compatibility — are where the lift comes from.

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Why nearest-car-wins quietly costs you money

The closest car is not the cheapest car. It might be the driver who just declined three jobs, the one whose shift ends in eight minutes, or the one whose drop-off will leave them stranded in

TaxiDex · taxidex.com

The 12 signals worth weighting

Distance to pickup — the table-stakes baseline, but never the only factor. · Projected drop-off location — does this job leave the driver near future demand or in a void? · Route compatibili

TaxiDex · taxidex.com

Weighting beats rules

A long if-then ruleset becomes unmaintainable the moment it grows past a dozen lines. A weighted score is different: each signal contributes points, you tune the weights to your market, and

TaxiDex · taxidex.com

Keep a human override and a paper trail

Automation earns trust when dispatchers can see why a driver was chosen and override it in one click when local knowledge says otherwise. Log every assignment decision with the score breakdo

TaxiDex · taxidex.com
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Automated dispatch, driver & passenger apps, live tracking — live in ~14 days.

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taxidex.com · Taxi & Limo Dispatch Software