UrbanMind

The AI operating
system for cities.

One platform. One city model. Unlimited decisions. Monitor infrastructure, predict failures, optimise investment and give governments a defensible answer before the money is spent.

urbanmind · tashkent · traffic twin
The city model

Not a dashboard. A model of the whole city.

Every module reads one shared twin — the same buildings, the same roads, the same people. Change something in traffic and the water model sees it.

0Buildings
0Districts
0Residents
0Road segments
0Signalised junctions
0Hospitals
0Pump stations
0Fire stations

Every figure above is computed from the shipped data bundle, not estimated. Buildings, roads and amenities from OpenStreetMap; building heights from GHS-BUILT-H; population from the State Committee of Statistics of Uzbekistan (resident population by district, 1 January 2025), cross-checked against WorldPop.

AI modules

Five engines. One brain.

Each module is a lens on the same twin. They share the demand model, the road network, the dependency graph and the timeline — so they can argue with each other.

01 · Traffic intelligence

Every junction, every signal, every trip

Agent-based traffic with reinforcement-learned signal control, benchmarked against fixed-time and actuated baselines.

  • Real-time congestion
  • Traffic prediction
  • Vehicle counting
  • Signal optimisation
  • Emergency routing
02 · Utility intelligence

Water, electricity and gas per building

Demand derived from building use, floor area and SNiP norms — then routed through a network on real streets.

  • Water demand
  • Electricity demand
  • Gas demand
  • Infrastructure monitoring
  • Capacity forecasting
03 · Emergency response

Who reaches the fire first

  • Fire coverage
  • Dispatch optimisation
  • Response simulation
  • Coverage gaps
04 · Resilience AI

What breaks when something breaks

  • Cascade simulation
  • Dependency graph
  • Heatwave analysis
  • Recovery planning
05 · Investment AI

The cheapest way to fix it

  • Budget optimisation
  • Monte Carlo
  • ROI
  • Prioritisation
See it running

Two minutes inside the twin.

Recorded live against the Tashkent model — vehicles, signals, city gates and the AI controller reacting to real queues.

Platform architecture

A stack, not a pile of dashboards.

AI CopilotNatural language
Ask the city a questionDecision engineRecommendations
Shared AI engineCross-cutting
DemandRoutingPrediction OptimisationTimelineDependency solver
Domain modulesPluggable
TrafficWaterElectricity GasEmergencyEnvironment WasteTransit
Digital twinGround truth
3D mapBuildingsRoads PopulationWeatherInfrastructure
Why UrbanMind

Dashboards report. UrbanMind decides.

Traditional systems answer

What happened?

UrbanMind answers

What will happen?
What should we do?
What gives the biggest impact?
Demo scenario

46 °C. Watch it propagate.

One temperature change, seven systems, a single simulation. This is the part no dashboard can do — because it requires knowing what depends on what.

01 · TRIGGER

Heatwave hits 46 °C

02

Electricity demand spikes

03

Substation overloads

04

Pump stations stop

05

Water pressure drops

06

Hydrants go dry

07 · IMPACT

Fire response delayed

08 · RESOLUTION

Investment AI returns the cheapest intervention

Who it is for

Anyone who owns the consequences.

GovernmentEmergency services Transport authoritiesUtility companies Urban planningInfrastructure investors InsuranceSmart cities
Roadmap

From one city to a national platform.

2026 · SHIPPING

Core decisions

  • Traffic AI
  • Utilities
  • Emergency
  • Investment optimiser
2027

City-wide

  • Environment
  • Waste
  • Public transport
  • Flood prediction
  • Citizen app
2028

National

  • Digital government
  • National platform
  • Satellite monitoring
  • Live sensors
  • AI copilot
Business model

Sold to the people who hold the budget.

Recurring

  • Government licensing
  • Enterprise SaaS
  • Annual maintenance

Services

  • Consulting
  • Custom digital twins

Platform

  • Cloud AI services
Team

Built by the people who will demo it.

Shokiriy Zohirjon Moxirjon o'g'li
Shokiriy Zohirjon Moxirjon o'g'li
CEO · Frontend developer
Qodirov Afzal Alijon o'g'li
Qodirov Afzal Alijon o'g'li
Backend developer
Amity University in Tashkent
Shoamir Shorustamov Shoakbar o'g'li
Shoamir Shorustamov Shoakbar o'g'li
AI / ML engineer

Hiring: GIS engineer · urban planning advisor.

Brand

The system palette.

#0057FFPrimary · deep blue
#00C853Secondary · emerald
#FFB300Accent · amber
#0F172ABackground
#1E293BCards
#F8FAFCText

Type: Space Grotesk headings · Inter body · JetBrains Mono numerals. The mark is a “U” whose crossbar carries a skyline and a live network node — urban, and thinking.

Vision

Building the AI operating system for every city.