Data Integration for Ground Passenger Transportation

Integrate vehicle tracking, fare systems, and passenger counting into unified analytics. Build pipelines from CAD/AVL, telematics, and scheduling platforms to modern data warehouses.

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Industry-Specific Outcomes

Predictive maintenance from vehicle sensor data and diagnostics

On-time performance optimization with GPS tracking

Dynamic route planning using passenger demand patterns

Automated fare revenue reconciliation and reporting

Passenger information with arrival predictions

Data engineering resources

Popular Connector Workflows

Source System

Destination

Use Case

PostgreSQL

Snowflake

CAD/AVL dispatch data to operations analytics warehouse

MySQL

BigQuery

Fare collection transaction data for revenue reporting

Google Sheets

Snowflake

Passenger count data to NTD compliance reporting

Stripe

BigQuery

Mobile ticketing payments to revenue analytics dashboards

REST API

Snowflake

Vehicle GPS streams to fleet monitoring

Transit Data Pipeline Architecture

Stream vehicle telematics and operational data through Airbyte to cloud warehouses for operational dashboards and predictive analytics.

Cart considered acquiring another company to solve our foundational ELT needs and bootstrap our data products line. After due diligence, we decided it wasn't part of our core value proposition. It was better to partner with Airbyte, rather than take on this burden ourselves. Ever since, we've been able to focus on transformative innovation in the retail data space, rather than ELT.