Skip to content

06 — Public sector & mobility

A clearer view of operations. A considered next step for AI.

We brought operational data together through control-room visualization and digital twins. That work informs our assessment of where AI could help next.

Designs adapted from other industries

From many projects

AI review during development

From many services

Multilingual operations

Public sector & mobility

The opportunity

Control rooms receive data from many systems. Bringing it together gives teams a clearer view of operations. We are assessing AI for record summaries and multilingual passenger guidance.

Applications and opportunities

  1. 01

    Built: visualization and digital twins

    We brought operations and equipment data into a digital twin to give teams a consolidated view.

  2. 02

    Under review: record summaries

    We are reviewing how AI could summarize records into report drafts. Staff would check and decide.

  3. 03

    Under review: multilingual guidance

    We are reviewing how to provide passenger guidance in several languages.

Experience from other industries

  • From many projectsPublic sector & mobility

    AI review during development

    This project has no AI in the product, but its development used cross-review by AI agents.

  • From many servicesPublic sector & mobility

    Multilingual operations

    Experience running multilingual services informs our assessment of passenger guidance applications.

Related work

  • Company M

    Seoul-area urban rail operator

    Client name withheld

    Built control-room data visualization and a digital twin.

    What AI does
    Cross-reviews changes during development, not in the product
    What people do
    Designs the control-room views and digital twin
    Current status
    Delivered
    • AI review in development

Tell us what you want to change with AI.

Tell us about the service you want to build or the work you want to change. We'll define a starting point and scope together.