Crowd Management
Anticipate and manage crowds at events, transit hubs, and public spaces with real-time counts and predictive flow models — keeping people safe and moving with measured density, movement, and capacity data.
How cities benefit from CityData's Crowd Management solution
From festival macro-surges to everyday transit hubs, authorities turn measured density and predicted flow into safer, more manageable public spaces.
Festivals & Mass Gatherings
Keep pilgrims and visitors safe through macro-surges at festivals like Maha Kumbh, Maha Shivratri, and Dev Deepawali, where hundreds of thousands move through narrow corridors at once.
Transit Hubs & Stations
Measure and predict crowding at stations, terminals, and transfer points so operators can hold, divert, or release flows before platforms and concourses reach dangerous density.
Public Spaces & Corridors
Watch density and movement across ghats, markets, downtowns, and heritage streets, turning the busiest public spaces into monitored, manageable environments.
Crush Prevention & Early Warning
Detect building pressure on priority corridors and issue crush warnings with predictive lead time, so authorities can intervene before a surge becomes a stampede.
Command-Center Operations
Give the Integrated Command and Control Centre live density, predicted flow, and severity alerts alongside existing CCTV — decision support that informs, not replaces, operator judgement.
Event Planning & Permitting
Build an evidentiary record of crowd behaviour across festivals and normal days to inform infrastructure, permitting, barricading, and event-planning decisions with real numbers.
The many ways Crowd Management keeps people safe
A comprehensive set of sensing, prediction, and decision-support capabilities — the analytical core proven through live crowd-safety operations.
The MASI Engine for Crowd Flow
The analytical core of Crowd Management: a closed loop that measures crowds in real time, analyzes density and flow, simulates interventions, and drives official alerts — field-validated through live festival surges.
Computer-Vision Crowd Sensing
A network of solar-powered CitySensors uses computer vision to count crowds at the highest-priority choke points — measuring crowds, never identifying individuals.
Real-Time Density & Flow Measurement
Live density, flow-rate, pressure, and throughput metrics for every monitored intersection and corridor, streamed continuously to the command-center dashboard.
Predictive Flow Forecasting
AI models forecast density and flow rates at strategic locations up to four hours ahead, with forecast confidence displayed alongside every prediction.
Crush & Surge Early Warning
Severity thresholds trigger crush warnings on priority corridors, giving police and municipal officials the predictive lead time to act before a crowd becomes unsafe.
Command-Center Dashboard
A live dashboard runs alongside existing CCTV in the ICCC, showing measured density, predicted flow, and severity for every covered corridor in one operational view.
SMS & WhatsApp Official Alerts
Prescriptive alerts carrying real-time density, early warning, and a recommended intervention are delivered directly to designated police and municipal officials via SMS and WhatsApp.
Countermeasure SOPs
Standardized, step-by-step countermeasure protocols are embedded against each severity threshold on operator screens, turning a reading into a clear, agreed course of action.
Corridor Intervention Simulation
CitySim models crowd interventions — barricading, diversion, closure — on real corridors before they are deployed, so authorities can test a plan in a digital twin first.
Functional-Area Clustering
Spectral and METIS partitioning organizes the sensor network into balanced functional clusters, so operators supervise the city as coherent zones rather than isolated points.
Solar-Powered Sensor Network
Ruggedized, solar-powered, wireless CitySensors deploy on public infrastructure with no trenching or mains power, streaming to the cloud over 4G/5G cellular data.
Automated Edge Failover
Edge-level failover keeps data flowing through festival-grade telecom congestion, maintaining continuity exactly when the crowd is largest and the network is most stressed.
Privacy by Design
Crowd Management processes zero personally identifiable information and performs no facial recognition — device identifiers are hashed and all geospatial data is aggregated.
Historical Density & Flow Archive
Every festival and normal day accumulates into an aggregate density and flow archive — an evidentiary base for infrastructure, permitting, and event-planning decisions.
Everything included
Capabilities and commitments that come with every Crowd Management deployment.
- Measures crowds, not people — zero PII, ever
- No facial recognition or biometric matching
- Privacy-by-design, GDPR- and CCPA-aligned architecture
- Fully hosted on secure cloud with an always-on dashboard
- Runs alongside your existing CCTV and command systems
- Forecast confidence shown with every prediction
- Remote sensor health monitoring and diagnostics
- Documented SOPs and handover materials for continuity
- Capacity workshops and training for your team
- Interoperates with third-party city data systems
- Dedicated Customer Success Manager and Account Manager
Works better together
Crowd Management is part of the Mobility and Transportation solution. It's powered by these CityData products:
CityFlow
See exactly how the people move through your city by cars, bikes, buses, trains, or on foot, to pinpoint exactly where congestion starts.
Learn more →CitySim
Simulate the flow in multimodal networks to create digital twins for intervention analyses, impact forecast, and investment decisions.
Learn more →CitySensor
Count people, vehicles, and animals with precision using our ruggedized outdoor solar-powered 4G IoT privacy-compliant optical sensors.
Learn more →CityEconomy
Boost downtowns areas, business zones, and commercial districts with policies based on real-world footfalls and economic activity measurement.
Learn more →Pricing scoped to your deployment
pricing is Custom
Crowd Management costs vary with the scope of the project, the area monitored, the number of sensors, the AI inferences required, and your team's readiness to adopt a big-data and AI solution. Typical cost components include:
Onboarding & Setup
Configuring and launching the solution for your agency, tailored to your specific requirements.
Cloud Storage & AI Compute
Unlimited data storage, unlimited AI inferences, and always-on access to the dashboard.
Sensor Hardware
Installation, maintenance, warranty, 4G/5G cellular data, and related costs for each deployed sensor.
Private Space Lease
Lease fee when a sensor is installed on private property instead of leveraging public infrastructure.
Professional Services
Translating big data and AI into actionable insights and recommendations for your municipal leaders and decision makers.
Customer Success & Training
Knowledge transfer, training, and support that builds local capacity and skills within your team.
Integrations
Pricing scales with the number of third-party apps, software systems, CCTV cameras, and legacy datasets integrated into the Crowd Management solution.
Crowd Density
Crowd size and density drive the number of hardware sensors required for real-time monitoring and the frequency at which the AI makes inferences.
Events Calendar
The frequency and types of events organized within the city influence crowd size, and in turn the scope and cost of the deployment.
We scope the full cost with you up front — no surprises before you sign.
Contact Us for a Demo & Pricing