Disciplines

🚗 Vehicle Intelligence (VEHINT)

🔍 Lookup

📊 Pre-built Queries · Vehicle Intelligence

📜 Playbook — Vehicle Intelligence collection

1. Direction — frame the requirement for Vehicle Intelligence: what decision does this support, by when?
2. Collection — collect from the 0 mapped sources (0 free) — filter the catalog by VEHINT; capture provenance and observe OPSEC.
3. Processing — normalize, de-duplicate and enrich the collected data.
4. Analysis — correlate against local holdings; apply ACH; assign confidence.
5. Dissemination — open a case, draft a report, share via STIX/MISP.
6. Feedback — set an alert rule / watchlist to monitor for change.

⚡ AI Skills & Automation

Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).

🗃 Data Management

🧩 Advanced Capabilities

✨ Enrichment pathways

🎯 Mission

Vehicle Intelligence identifies and tracks ground vehicles through license plates, VINs, telematics and camera imagery to establish ownership and movement. It answers who owns or operates a vehicle, where it has been seen, and how fleets and commercial carriers are composed and routed.

📡 Collection methods

• ANPR/ALPR license-plate collection from traffic and public cameras
• VIN decoding and recall/history enrichment
• Vehicle registration and title-record mining
• Dashcam, street-level and satellite imagery exploitation for sightings
• Commercial-carrier (DOT/MC) safety and inspection record analysis
• Toll, parking and telematics data OSINT

📚 Key sources & datasets

🎫 Data points produced

🔧 Tools & frameworks

• OpenALPR
• Plate Recognizer
• NHTSA vPIC API
• FMCSA SAFER
• Mapillary
• ExifTool
• QGIS
• Maltego

📜 Vehicle Intelligence Tradecraft

1. Collect plate reads and vehicle sightings from ALPR feeds, Mapillary and geotagged imagery.
2. Decode VINs via NHTSA vPIC, geolocate sightings from EXIF, and normalize plate/VIN formats.
3. Analyze movement timelines, dwell locations and fleet composition per operator.
4. Attribute registration to owner or carrier via title records and FMCSA SAFER company data.
5. Publish a vehicle dossier and sighting map to the VEHINT dashboard.
6. Cue surveillance or interdiction and tip cross-border/fleet anomalies to LOGINT.

📊 Dashboard KPIs

🔍 Pre-built queries

🔗 Cross-discipline pivots

🗃 Data Management

🧩 Advanced Capabilities