Logistics & Transportation

Move goods faster, fuller, and on time.

% of global GDP

10.6%of GDP

Statista · 2023

Market size

$9.4Tmarket

Statista / Cargoson · 2024

Sector growth (CAGR)

7.3%CAGR to 2032

Allied Market Research · 2024

AI-adoption

72%of logistics workers using AI tools (highest of any sector)

ActivTrak Productivity Lab · 2024

Functions

Select a function to highlight its specific problem use cases.

Function3 use cases

Fleet & Transportation

Trucks run empty too often
Poor load matching and routing mean a large share of miles carry no revenue.
Empty miles
16.3%
ATRI · 2024
Empty-running costestimate
~$95B
revenue-less miles (est.)
US truck fleetestimate
~4M
Class-8 trucks (est.)
Deadhead reducibleestimate
25-30%
via load matching (est.)
Data & tech stack
Telematics / GPSLoad & order dataCarrier capacityStreaming pipelineOptimization engine
Analytical models
Load-matching optimizationRoute optimization (VRP)Backhaul predictionDemand forecastingNetwork flow optimization
Fuel and driver behavior waste money
Idling, harsh driving and inefficient routes push fuel cost — the largest variable — higher.
Fuel wastedestimate
6-15%
of fuel budget to idle/waste
Fuel = top cost
30-40%
Bureau of Transportation Statistics · 2023
Commercial fleetsestimate
Global
road freight
Idle fuel savingsestimate
~$8k/truck
avoidable idle burn / yr (est.)
Data & tech stack
Telematics & fuel dataDriver behavior eventsRoute / traffic dataIoT streamAnalytics platform
Analytical models
Fuel-consumption modelingDriver-behavior scoringRoute optimizationIdling anomaly detectionEco-driving recommender
Roadside breakdowns disrupt schedules
Reactive vehicle maintenance causes breakdowns, missed deliveries and safety risk.
Unplanned downtime
8.7 days
ATRI · 2024
Downtime cost
$448-760
ATRI · 2024
Vehiclesestimate
Millions
commercial trucks
Breakdowns avoidableestimate
~30%
via predictive maint. (est.)
Data & tech stack
Vehicle sensor / OBD dataMaintenance recordsFault codes (DTC)IoT historianPredictive platform
Analytical models
Predictive maintenance (RUL)Breakdown-risk classifierAnomaly detectionFailure-mode modelingMaintenance scheduling