AI for smart city & infrastructure
Infrastructure and public assets are distributed, sensor-rich, and safety-critical. We build the digital twins, IoT monitoring, and computer vision that turn scattered data into one live, actionable view — with early warning before something fails.
Real-time twins of your assets, IoT and sensor pipelines, anomaly detection and safety monitoring, and vision-based inspection — built on Bentley iTwin and cloud stacks, for operators of physical infrastructure.
The AI stack for physical infrastructure
Each piece is something we've shipped — click through to the case.
Real-time safety twin
A live twin of distributed fire-alarm and safety infrastructure — sensor pipelines, anomaly detection, and one operational view of every device.
See the caseVision-based asset capture
Read engineering drawings and specs into a structured asset database that feeds the twin — with human review on low-confidence items.
See the caseDigital twins & IoT
Real-time models and reliable sensor pipelines on Bentley iTwin and cloud stacks — the backbone of an infrastructure twin.
Explore digital twinsInspection & monitoring
Computer-vision inspection of towers, sites, and equipment — faster and more consistent than manual field checks.
Explore computer visionAlerting & response agents
Agents that watch telemetry, triage anomalies, and route the right alert to the right team — before a small issue becomes an incident.
Explore AI agentsAsk-your-assets search
Query your asset base and records in plain language — grounded answers with citations, not a spreadsheet safari.
Explore LLM integrationBuilt for infrastructure operators
Public & utility
Engineering & AEC
Infrastructure twins are our home turf
This is where our rarest engineering credential and real safety work meet.
iTwin and cloud digital-twin development — the platforms infrastructure owners actually trust.
Safety-grade delivery
We've built real-time safety and evacuation systems — anomaly detection and early warning where downtime is dangerous, not just costly.
Vision-fed accuracy
Computer vision turns drawings and field imagery into verified asset data — so the twin starts from truth, not manual entry.
Questions we hear a lot
What can AI do for infrastructure and smart-city operations?
Digital twins, IoT monitoring, and computer-vision inspection and safety for physical assets: a real-time picture of your infrastructure and early warning before failures.
Do you build digital twins?
Yes. We build real-time twins with sensor pipelines, anomaly detection, and one operational view.
Can you inspect assets from images or drawings?
Yes. Computer vision reads drawings, spec sheets, and images into structured data and flags condition issues, with human review where confidence is low.
We do not have an AI team. Can you help?
Yes. We scope, build, run, and hand over the system.
How do we start?
A paid discovery sprint that scopes the use case and returns a plan and estimate before any build.
Operate distributed infrastructure?
Tell us what you'd model or monitor and the data you have — we'll scope where a twin or vision system would pay off first.
Book a discovery call