Use case
AI City
Municipal intelligence with data that stays in the municipality.
Traffic, public safety, utilities and citizen services analytics at city scale, hosted on dedicated hardware reserved for the city.
AI City · Feature 01
Multi-camera fusion
Correlate thousands of feeds into one picture of traffic flow, crowd density and incidents, processed on dedicated nodes in a data centre inside the jurisdiction. No video touches shared infrastructure and retention is set by policy, not by a vendor.
- Thousands of streams on one cluster
- Counts, flows and density, not faces
- Retention and access set by the city
AI City · Feature 02
Incident detection
Accidents, flooding, fires and infrastructure faults are flagged to operators in seconds with the clip and location attached, so dispatch decisions start with evidence instead of a phone call.
- Seconds from event to operator alert
- Clip and map location attached
- Integrates with existing dispatch systems
AI City · Feature 03
Citizen services assistant
A public-facing assistant for permits, transport and utilities, grounded in official documents and answering in the languages residents actually speak. Every answer cites the regulation it came from.
- Grounded in official documents only
- Answers cite the source
- Web, phone and counter kiosks
Use cases
Where AI City goes to work.
Deployments customers run today. Each one starts on a single node and grows with the fleet.
Signal timing from live flow
Roadworks close a lane on the ring road at 06:00. Within minutes the agent sees queues building at two junctions and proposes a new timing plan. The traffic engineer approves it from her phone and the lights adapt. By the evening peak the agent has compared the day with last Tuesday and shows the delay was held to four extra minutes.
Flood early warning
Rain has fallen for six hours. The camera at Underpass 4 shows water climbing past the first marker. The agent alerts the operations room with the clip and the location, dispatch closes the road and sends a crew to the drains before the first car stalls. The footage stays in the city's data centre.
Crowd safety at events
The stadium empties after the final whistle. The agent watches density at the north exit rise past the safe threshold and sees that the tram platform is already full. It tells the control room to hold the north gates for three minutes and open the east concourse, and the crowd flows out without incident.
Permit desk assistant
Sari wants to open a café and does not know which permits she needs. The assistant at the service counter asks four questions, lists the three permits and the two she can skip, cites the regulation for each and pre-fills the applications with her details. She leaves after fifteen minutes instead of a second visit.
Also included
Everything in the box
Multi-camera fusion
Correlate thousands of feeds for traffic flow, incidents and crowd density without exporting video.
Incident detection
Accidents, flooding and infrastructure faults are flagged to operators in seconds with a video clip attached.
Citizen services assistant
A public-facing assistant for permits, transport and utilities, grounded in official documents.
Data sovereignty
Residents' data is processed and retained inside city jurisdiction with full retention controls.
Runs on
Supported nodes
AI City runs as agents on these nodes. Models are served from a Node Cluster or an API you choose. Pick a node and deploy it with AI City included.
Dedicated · 2U
Node Pro
Up to 250 Agents at once
one-time purchase45000000
Dedicated · 8U
Node Cluster
Hosts models up to 405B
one-time purchase750000000