Every vehicle,device and crowd.One live picture.
A unified operations picture and a connected bus fleet for the most concentrated movement of people on earth, planned, simulated and operated in real time.
Why crowd mobility matters now
Hajj moves millions of pilgrims and tens of thousands of buses through Makkah and the Mashaer in days. Visibility of vehicles, devices and crowds is the difference between plan and incident.
No single fleet view
Several fleet figures are quoted and none reconciles; dispatch runs on camp location.
Crowd density
Gates, corridors and stations reach extreme density in minutes.
Networks saturate
Field devices must keep working when connectivity peaks.
Hundreds of entities
Agencies, operators and companies need one common picture.
The answer: one live operational picture, fused from every feed, augmented by AI, with humans in command.
Sources: GASTAT, RCMC and Ministry of Hajj & Umrah, Hajj 1446
Hajj & crowd mobility, planned and operated live
A five-layer platform: source feeds, an integration fabric, data fusion, decision intelligence and mission applications, plus a connected fleet feeding it.
Unified operations command
Planning studio, live common picture, incidents, Go/No-Go and executive views.
Connected fleet
Telematics, multi-operator eSIM, geofences and schedule adherence per bus.
Decision intelligence
Forecasting, simulation, anomaly detection and predictive crowd heat maps.
Building blocks of a crowd-mobility programme
Six components we assemble per programme, most clients start with two or three.
Integration fabric
APIs, message broker, video gateway, edge processing and partner adapters.
Data fusion
Event stream, geospatial index, identity and asset resolution, video on a 3D map.
Decision intelligence
Forecasting, simulation, anomaly detection and crowd prediction.
Mission applications
Planning studio, live picture, incident management and executive views.
Fleet telematics
Position, trips, geofences, SOS, driver monitoring and passenger counting.
Resilient connectivity
Multi-operator eSIM profile switching under congestion or outage.
How it works: from the bus to the command centre
Every feed arrives with time, place, source, quality and authority.
Bus & device
Telematics, dashcam, sensors
Connect
Multi-operator eSIM
Integrate
Fabric and adapters
Fuse
One event stream, one map
Predict
Forecasts and anomalies
Command
Dispatch, convoys, Go/No-Go
Where the value is during the season
Eight use cases from the planning studio to the bus door.
Planning & simulation
Rehearse corridors, bays and timings on a twin before the season.
Live common picture
Buses, crowds, incidents and resources on one map for every agency.
Per-bus visibility
Position, trip and route deviation for every Hajj bus, by company.
Geofenced dispatch
Entry and exit at Mina, Arafat and Muzdalifah; convoy adherence.
Breakdown & SOS
Stoppages, delays and alerts with reserve-bus call-up.
Driver monitoring
Drowsiness and distraction detection with in-cab alerts.
Passenger counting
Door counters feeding load and ETA to companies and pilgrims.
Season reporting
Utilisation, adherence and incident analysis for next year.
Where it creates value for each participant
One platform, many roles, each sees what it needs.
Command authorities
A verified common picture and Go/No-Go decisions with evidence.
Transport companies
Their own fleet live, with adherence and reserve logic.
Pilgrims
Reliable ETAs through official channels and safer crowds.
Emergency services
Field devices and patrols on the same map as the crowd.
Rail operators
Bus and train flows coordinated at interchanges.
Planners
Season data for forecasting and rehearsal.
Pilots run before the next season, so they are credible for the awards that follow.
A day of Tashreeq with one live picture
Illustrative sequence across the Mashaer.
forecast
Overnight forecasts show pressure on one Mina corridor; bus timings are shifted.
convoy adherence
A company’s buses deviate from the plan; dispatch sees it in minutes, not hours.
breakdown
A bus reports a fault; a reserve is called up and pilgrims' ETAs update.
review
The day’s adherence, incidents and density are reviewed for tomorrow’s plan.
Humans stay in command; the platform fuses and forecasts so they decide earlier.
Illustrative scenario, not a case study.
Technologies behind this solution
Agentic AI & multi-agent systems
Agents that act, coordinate and report. Under your control.
OpenComputer vision & video analytics
Cameras that understand, not just record.
OpenOptimization, simulation & prescriptive analytics
Not just what will happen. What to do about it.
OpenEdge AI & real-time computing
Decisions in milliseconds, where the data is born.
Open
Let us put every buson one live map.Know now.
A 45-minute walkthrough of your operation, and the one workflow worth proving first.