Supported Data Sources & Formats

The platform ingests and analyzes data from different origins in one environment, including floating car data, AIS, IoT sensors, partner traffic data, and internal datasets. All data types can be combined and analyzed together, rather than processed in separate tools.

xyzt.ai is data-agnostic, with native support for structured, geospatial, trajectory, IoT, and streaming data. No conversion to proprietary formats is required, allowing organizations to work directly with their existing data sources.

The platform supports data from commercial and partner providers such as TomTom, INRIX, HERE, Waze, Kpler, MariTrace,... as well as custom and in-house datasets. These sources can be used independently or combined for cross-dataset analysis.

Both real-time and batch processing are supported, enabling historical analysis, operational monitoring, and forward-looking use cases within the same platform.


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Partner & data sources

Mobility data sources

Data partner Data type
TomTom Traffic speeds, travel times, road network attributes
INRIX Real-time traffic, trips and trajectories
HERE Map, traffic, and routing data
Waze Community-based traffic and incident data
Be-Mobile Floating car data and connected vehicle mobility insights
OCTO Telematics Floating car data (FCD) for traffic status and vehicle flow analytics
Bridgestone Mobility Solutions Mobility and fleet data solutions (connected vehicle and telematics-based insights)
Mercedes-Benz Floating vehicle data (connected vehicle telemetry; subject to commercial agreement)
NIRA Dynamics Connected vehicle data signals (e.g., road friction / roughness / pothole-related indicators)
High Mobility Connected car data API (multi-brand vehicle telemetry streams)
CARUSO Dataplace Connected car data marketplace (standardized multi-brand in-vehicle data access)
Strava Metro Aggregated cycling and pedestrian movement for planning and mobility analysis
StreetLight Data Origin–destination, volumes, mode split, travel behavior

Maritime data sources

Data partner Data type
Kpler AIS Global AIS vessel tracking data (terrestrial + satellite + roaming networks)
MarineTraffic AIS vessel positions, historical tracks, port calls and related maritime data via API
Spire Maritime Satellite-powered AIS vessel tracking data and maritime analytics feeds
ORBCOMM AIS Data Satellite AIS data services for vessel tracking beyond coastal coverage
MariTrace Vessel tracking and voyage history using terrestrial and satellite AIS receiver networks
VesselFinder AIS data API (real-time positions, voyage data, port call records, vessel particulars)
Veson Nautical (Oceanbolt) Maritime market intelligence (e.g., vessel positions, port activity, congestion and turnaround analytics)
Unseenlabs Satellite-based RF vessel detection and tracking (including non-cooperative / “dark” vessels)
Pole Star Global Maritime intelligence and vessel tracking / surveillance solutions (multi-source monitoring)
FleetMon AIS vessel tracking and ship/port database services

Supported structured & tabular formats

Format Description
CSV (.csv, .csv.gz) Standard comma-separated files with customizable schemas
Parquet (.parquet) Columnar storage format optimized for large datasets
GepJSON (.json, .geojson, .json.gz, .geojson.gz) Features with geometries in GeoJSON format
ESRI SHP (.zip) Features and geometries in ESRI Shape file format
SQL / Databases Direct ingestion from PostgreSQL, ClickHouse, and other relational databases