Big Data and AI for Civic Innovation

Measure Usage and Economic Impact for Smarter, Sustainable, and Resilient Cities.

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9218
Global Cities
3120
US Counties
161
Countries
17.1 Billion
Data Points per Day
People enjoying an urban park with a city skyline — CityParks visitation analytics
Featured Blog Post

Quantifying visitation for parks, trails, and open spaces by combining mobility big data and ground truth sensor measurements into predictive AI models

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Solutions

Each solution is a portfolio of CityData products, assembled for the way your agency works.

Parks, Trails, & Natural Resources

Quantify visitation, movement, and dwell time across every park, trail, and open space in your system. Make data-driven decisions for budgets, maintenance, and grant applications.

Recreation Systems Management

Run recreation centers, facilities, and programs on usage data instead of guesswork. Balance staffing, hours, and investment against measured community demand.

Local Economic Development

Track footfalls, visitation trends, and spending patterns across downtowns, business districts, and commercial zones. Ground your economic development strategy in real-world activity.

Programs, Events and Festivals

Measure attendance, visitor origins, and economic impact for every event, festival, and program. Prove value to sponsors and plan next season with real numbers.

Ground Truth Measurements

Validate every model with real-world counts from solar-powered optical sensors and field surveys. Trustworthy data starts with measured truth on the ground.

Field Operations Management

Coordinate tasks, fleets, assets, and field crews with geospatial AI workflows. Give every field worker the right job at the right place at the right time.

Mobility and Transportation

See how people actually move through your city by car, bike, bus, train, or on foot. Pinpoint congestion, understand origin-destination flows, and plan smarter corridors.

Scenario Planning and Analysis

Simulate interventions in a digital twin before committing budgets. Forecast the impact of road changes, new developments, and policy decisions with multimodal network models.

Community Engagement

Reach residents with critical alerts and local information, and hear back from them through agentic AI chat. Engagement that works the way your community already communicates.

Crowd Management

Anticipate and manage crowds at events, transit hubs, and public spaces with real-time counts and predictive flow models. Keep people safe and moving with measured density, movement, and capacity data.

Disaster Resiliency

Prepare for and respond to floods, fires, and extreme weather with movement models, evacuation simulations, and economic impact analysis. Build a community that protects its people and recovers faster when disruption hits.

Municipal Ridesharing

Launch and operate community ridesharing and on-demand transit informed by real mobility patterns and event demand. Connect residents to where they need to go while closing gaps in your transportation network.

Products

A comprehensive portfolio of AI products for smarter, sustainable, and resilient communities.

CityParks

Parks, Trails, & Natural Resources

Accurately quantify usage for your parks, trails, facilities, and natural resources, to make data-driven decisions for budget allocation.

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City park with fountain, trees, and visitors near a downtown skyline
Families enjoying lakeside cabins, campsites, and picnic areas bookable through CityBase

CityBase

Recreation Systems Management

Reserve, register, and book recreation programs, events, passes, campsites, picnic shelters, cabins, golf tee times, marina boat slips, with real-time availability and contactless checkout.

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CityEconomy

Local Economic Development

Boost downtowns areas, business zones, and commercial districts with policies based on real-world footfalls and economic activity measurement.

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Busy pedestrian shopping street with retail storefronts and cafes
Crowd attending an outdoor local event and festival

CityEvents

Programs, Events and Festivals

Know the attendance count, visitor origins, demographics, for local events, festivals, concerts, sports venues, and conventions centers.

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CitySensor

Ground Truth Measurements

Count people, vehicles, and animals with precision using our ruggedized outdoor solar-powered 4G IoT privacy-compliant optical sensors.

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Solar-powered outdoor IoT optical sensor installed in the field
Field worker capturing ground truth survey data on a mobile device

CitySurvey

Ground Truth Measurements

Capture the ground truth data in real time by setting up surveying apps on any mobile device in parks, trails, events, downtowns, & intersections.

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CityOps

Field Operations Management

Optimize operations, manage tasks, fleets, assets, and field workforce with advanced geospatial AI workflows and agentic systems.

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Operations dashboard for tasks, fleets, assets, and field workforce
Aerial night view of a busy urban intersection with transit, buses, and traffic flows

CityFlow

Mobility and Transportation

See exactly how the people move through your city by cars, bikes, buses, trains, or on foot, to pinpoint exactly where congestion starts.

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CitySim

Scenario Planning and Analysis

Simulate the flow in multimodal networks to create digital twins for intervention analyses, impact forecast, and investment decisions.

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CityData Varanasi flow model simulation visualization
Resident using an AI chatbot app for community engagement

CityChat

Community Engagement

Engage your community by sharing critical alerts, local information, and collecting feedback using agentic AI chatbot apps.

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What makes CityData different?

1

100% Public Sector Focus

Purpose-built for cities, counties, states, and public agencies — never for advertising.

2

Largest Mobility Dataset

17.1 billion data points per day across 9,218 cities in 161 countries.

3

Global Privacy Compliance

Anonymized, obfuscated, and aggregated by design — compliant with CCPA, GDPR, and global regulations.

4

Flexible Visualization Options

Dashboards, downloadable data, APIs, and cloud datastores that fit your workflow.

5

Ground Truth Validation

AI inferences validated against real-world sensor counts and field surveys.

6

Innovative AI Models

Gravity models, digital twins, and agentic AI purpose-built for civic questions.

AI Insights for Civic Innovation

Stay ahead of the curve with our latest blog posts

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Harness the power of big data and AI for civic planning and operations

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