Services — Field Collection, Managed Workflows & Training | Twinworks
Services

We work alongside your team

Whether you need hardware, a managed workflow, or expert support building your own capability — Twinworks can help at every stage.

Hardware Supply

Full Mosaic camera range, system selection advice, and support to get your fleet collecting from day one. We're the exclusive authorized Mosaic reseller in Canada — meaning direct access to the latest systems, genuine support, and warranty coverage.

  • Mosaic X and X5 cameras
  • LiDAR module and mounting accessories
  • System commissioning and calibration
  • Warranty and post-sale support
Learn more about hardware

Managed Collection

Twinworks crews collect field data for you. You receive structured, processed asset outputs — no equipment purchase required. Ideal for organisations piloting digital twin programmes or running a one-time baseline survey.

  • Corridor scoping and route planning
  • Field crew deployment and data collection
  • Full processing and AI extraction
  • GIS-ready deliverables in your preferred format
Discuss a managed collection project

AI Model Development

Custom AI models trained on your asset types and environments. Built to extract what matters to your specific workflow — from custom asset classes to region-specific visual conditions.

  • Dataset annotation and labelling
  • YOLO model training and evaluation
  • CoreML export for on-device iOS inference
  • Deployed to your Twinworks workspace
View AI models

Training & Enablement

Hands-on training for your team on hardware operation, software workflow, and data collection best practices. We build the internal capability so your programme can run independently.

  • Camera hardware operation and field protocols
  • Twinworks platform and workspace workflows
  • GIS export and integration setup
  • On-site or remote delivery
Enquire about training

How we engage

Most clients start with a pilot and grow from there. We design the engagement around your programme maturity.

1

Pilot

A single corridor or asset class. Twinworks collects, processes, and delivers — so you can validate the workflow and outputs before committing to a full programme.

Typically 1–3 months

2

Programme

Annual or multi-year data collection and processing at scale. We establish collection cycles, quality standards, and GIS delivery pipelines that your team can rely on.

Annual or multi-year

3

In-house Capability

We supply hardware, train your crew, and configure your workspace. Your team collects and processes independently — we're available for support and model updates as needed.

Ongoing independence

Talk to us about your programme

Tell us about your corridor, your current data collection process, and what you need to deliver. We'll suggest the right engagement model.

Get in touch