Turn field reality
into infrastructure
certainty.

Infrastructure intelligence is the process of transforming imagery, LiDAR, sensor data, and field observations into structured, actionable information that supports operational, planning, compliance, maintenance, and investment decisions. It closes the gap between what exists physically in the field and what decision-makers actually know about their infrastructure.

Municipalities typically rely on a combination of as-built records, field inspections, GIS systems, and periodic consultant-led surveys. Maintaining current inventories is difficult because data becomes outdated faster than traditional update cycles allow. Twinworks addresses this by enabling vehicle-mounted 360° imagery collection that can be driven on a regular schedule, then processed automatically to extract and update asset records — making inventory updates faster and significantly less expensive than manual approaches.

AI models trained on 360° imagery can detect a wide range of infrastructure assets including traffic signs, streetlights, utility poles, fire hydrants, catch basins, pavement markings, curbs, trees, encroachments, and condition indicators such as cracking or surface deterioration. The specific assets detected depend on the models trained for each use case. Twinworks builds custom models for each customer's asset types and environment.

LiDAR (Light Detection and Ranging) captures precise 3D point clouds of the environment. Combined with 360° imagery, it enables accurate spatial measurements of assets — heights, distances, offsets, and clearances — that imagery alone cannot reliably provide. For infrastructure applications this means more accurate positioning of assets, better condition measurements, and the ability to detect subtle changes between collection passes.

No. Twinworks offers flexible engagement models. You can purchase Mosaic hardware to build an in-house collection capability, or Twinworks can provide managed collection services where our crews collect data on your behalf. The Twinworks platform processes imagery regardless of how collection was performed, so you can start with managed services and bring collection in-house as your programme matures.

You do. Data ownership and control are a core part of Twinworks' model. The platform can be deployed on-premise within your network, in a private cloud environment you control, or as a managed SaaS with clear data ownership terms. For public sector customers and organisations with data sovereignty requirements, on-premise deployment keeps all imagery, AI outputs, and asset records entirely within your own infrastructure.

Yes. Twinworks outputs are designed to feed into existing GIS and asset management platforms. Extracted asset data can be exported in GIS-ready formats compatible with ArcGIS and QGIS. The goal is to enhance the systems you already use — not replace them. Twinworks focuses on the data collection and intelligence layer; your existing systems remain the system of record.