Ignition Smart Infrastructure
Ignition — Smart infrastructure practice

Digital twin, computer vision and analytics for cities and the facilities inside them.

We integrate the systems you already run — cameras, sensors, BIM, legacy platforms — into one live model, then build the analytics on top and onboard the team to operate it. Safety and operational excellence, from a single building to a whole district.

Nested plan view: a single building outlined in salmon, sitting inside a district parcel, sitting inside a wider city boundary.
Practice
Smart infrastructure
Scale
Building → district → city
Delivery
On-premise, edge or cloud
Region
Thailand & APAC
1.0

One stack, four layers

Most integrators stop at showing you the video. We carry the data through to the decision — operational, business and financial.

Capture

Cameras, sensors, BIM and the platforms you already run, brought into one pipeline.

ONVIF S/TVMS SDKIFC / RevitIoT

Model

A browser-based twin with every asset georeferenced and bound to real geometry.

3D twinPostGISGIS

Monitor

Live vision in spatial context, detection and tracking, and an event feed operators can work from.

CV pipelinesAlertingEvent search

Decide

The layer most projects never reach. Utilisation, cost and operational analytics — what the data is for.

UtilisationCost analyticsReporting
2.0

What we deliver

Outcomes, not feature lists. The detail belongs in a scope of work, not on a website.

2.1

Digital twin

A live 3D model of everything you own and operate.

2.2

Computer vision

Detection, tracking and alerts across every camera on your network.

2.3

Systems integration

Legacy platforms, sensors and vendor systems joined into one layer.

2.4

Analytics

Operational, business and financial insight from data you already collect.

2.5

Security

Penetration testing, hardening and identity control before you go live.

2.6

Facility management

Assets, work orders and operations managed from a single view.

2.7

Product & project management

Scope, schedule and vendors run end to end by us.

2.8

Administration

Contracts, procurement and compliance handled so delivery does not stall.

2.9

Marketing & engagement

Campaigns and apps that reach tenants, staff and the public.

3.0

Who we work with

Different buildings, same problem: too many systems, too little visibility, and no one accountable for the whole.

01

Government & city management

District-scale visibility across infrastructure, traffic and public space.

02

Commercial real estate

Portfolio operations, tenant experience and asset performance in one place.

03

Campuses

Safety and operations across buildings, grounds and residences.

04

Hospitals & clinics

Patient flow, access control and asset monitoring at any scale.

4.0

Evidence

Numbers from vision pipelines running in production.

95% Detection accuracy on zone-tracking computer vision
30–40 ms Inference time per frame in production
5.0

Standards & data governance

Vision data on a public or institutional network is a legal question before it is a technical one. This is how we scope it.

Cameras, inference server, storage and operator UI sit inside a dashed boundary labelled your data centre. A single highlighted arrow crosses out of the boundary carrying events and metadata only.
  • >Role-based access control with audit logging on every access to recognition data
  • >Configurable retention periods for embeddings and event records
  • >PDPA scoping — lawful basis, consent framework and data protection impact assessment
  • >On-premise deployment inside your data centre — recognition data need never leave your network
6.0

Send us a scope

Tell us the site or portfolio, what systems you already run, and what you need the outcome to be. We will tell you what we would need in order to price it.

hello@ignition.asia

We reply to every enquiry within two working days.