The boundaries between imagination and reality fade when millions of people gather in one geographical spot within a narrow timeframe. There, the crowd management model during Hajj seasons stands as one of the most complex logistical and organizational challenges on Earth, in a highly sensitive and precise equation that accepts no margin for error.
In the midst of this historical challenge, the Hajj season of 1447 AH came to draw an exceptional chapter. The Kingdom of Saudi Arabia did not settle for providing a major traditional human response; rather, it made a qualitative shift by redefining the concept of crowd management, based on a smart digital system developed entirely by Saudi hands and minds. Technology transformed from a mere supporting tool into the essential backbone upon which all security, health, environmental, and logistical plans are built.
The features of this season were manifested in a superior ability to harness big data and decode it moment by moment, allowing regulatory authorities to move from the "reaction" stage to the "prediction and anticipation" stage, thus drawing a leading global model in crowd management.
This flow of knowledge and proactivity casts its shadows on the pilgrim's journey even before they set foot on the soil of Makkah, specifically from the arrival points that have historically been associated with long waiting queues.
The "Makkah Route" initiative, led by the Ministry of Interior in cooperation with the Saudi Data and AI Authority (SDAIA), took on a new strategic form through an unprecedented expansion that included 10 countries via 17 external outlets, in addition to the Kingdom's air, land, and sea ports.
Perhaps the most dazzling leap in this space lies in the abandonment of traditional booths in favor of highly advanced mobile devices that rely entirely on biometric data, facial recognition algorithms, and passport and visa reading. Thanks to this technology, verifying a pilgrim's identity and completing their procedure now takes no more than 40 seconds, providing complete comfort for the elderly and people with disabilities who no longer need to stand or wait.
As pilgrim convoys flow toward the holy sites, the organizational challenge moves to a deeper level of complexity to ensure the safety of moving human masses. Here, the smart eyes of the "Sawaher" platform emerge, linking more than 5,000 high-resolution cameras distributed across 80 locations at the most vital and dense points.
This platform does not stop at silent visual monitoring; rather, through 16 smart algorithms working simultaneously to analyze crowd movement and monitor its directions, it transforms the complex visual scene into accurate digital indicators that reveal any sign of slowing movement that could lead to a stampede.
Those flows of live indicators pour directly into operations rooms equipped with 31 interactive dashboards, enabling more than 600 field leaders to make immediate decisions to redirect paths and slow down grouping operations before any bottleneck occurs.
Extending this cognitive development, (SDAIA) reinforced this system with the "Baseer" platform, which represents a qualitative leap in merging computer vision with Large Language Models (LLMs).
The strength of "Baseer" lies in converting complex visual analyses into clear and direct text alerts sent immediately to the smartphones and smart devices of field leaders, making decision-making dependent on a language of numbers and immediate facts formulated by artificial intelligence with extreme precision.
On the humanitarian care front, the Ministry of Health's efforts culminated in an exceptional success represented by the announcement that the Hajj season was free of any epidemic outbreaks—a success backed by powerful technological support.
Through the "Seha Virtual Hospital," deep learning algorithms were employed to analyze radiological images and provide immediate diagnostic reports. This impact was clearly evident in dealing with stroke cases, where AI shortened the time for reading CT scans to allow doctors to take decisive medical intervention in a timely manner and contain complications before it was too late.
This predictive care did not stop at the virtual walls of the hospital; it accompanied the pilgrim in the finest details of their journey through the "Your Journey Companion" service. Pilgrims with chronic diseases were provided with smart wearable sensors to monitor vital signs such as heart rate, blood pressure, oxygen levels, and temperature around the clock. Cloud systems then analyze these indicators, monitor any early health deterioration, and alert medical teams before the condition reaches a critical stage.
In a scene that draws the features of the future, drones flew in the skies of the holy sites to break the constraints of geography and traffic congestion, transporting medicines and blood units between medical facilities, while the heroes of the Saudi Red Crescent Authority transformed those digital data into an urgent emergency response on the ground.
Because the sanctity of the place requires environmental purity and safety, the National Center for Environmental Compliance, in cooperation with King Abdulaziz City for Science and Technology (KACST), was keen to lead pioneering oversight. This was represented by integrating daily satellite images with AI techniques to monitor environmental compliance in the holy sites. By analyzing more than 200 space images, 176 of which focused on 31 vital sites, the automated system succeeded in automatically detecting nearly 50% of environmental reports.
This excellence in geographical monitoring was reflected positively on the efficiency of inspectors in the field, as the efficiency of inspection tours increased by an amazing rate exceeding 145% compared to last year, through the implementation of more than 1,800 field tours that managed to detect 250 cases of non-compliance, most of which were limited to organizational and administrative aspects. Furthermore, an advanced program was introduced to predict air quality and analyze emissions and climate indicators 24 hours in advance, allowing for rapid preventive intervention supported by an intensive network of fixed and mobile stations to measure noise levels and air purity.
To secure the energy arteries that feed these blessed days in the Hajj season, the Ministry of Energy deployed smart and autonomous firefighting robots within the holy sites. They were equipped with precise thermal cameras capable of inspecting electrical equipment and generators and detecting hotspots and danger points before fires break out, while being linked directly to command and control centers to ensure the continuity of the electrical current without interruption.
As for the pilgrim's experience in its daily details, the Ministry of Hajj and Umrah redefined it to become easier and deeper through the "Nusuk" application, to which 30 new digital services were added this season, bringing its total services to more than 130 qualitative services benefiting more than 51 million users around the world.
In a unique jurisprudential and technical precedent, the "Nusuk AI" tool emerges to embody generative artificial intelligence in its finest form in the jurisprudence of rituals. It allowed pilgrims to ask religious questions in their different languages and receive immediate, documented, and approved answers, which reduced the burden and congestion on traditional fatwa offices.
The assistance was not limited to the jurisprudential side; it extended to guide the pilgrim's steps geographically through an advanced navigation system under the name "Digital Mutawwif," which automatically calculates the rounds of Tawaf and Sa'i, and monitors congestion levels in the Haram, providing the pilgrim with the best alternative paths and times to move smoothly.
Embodying the values of hospitality and generosity, the Ministry's efforts combined with national telecommunications companies to overcome all digital obstacles, as pilgrims were allowed to browse and use the application with all its features without the need to consume internet data packages.
In the hospitality and housing sector, the Ministry of Tourism brought about a silent revolution through the "Smart Housing" service, which transformed the management of hotels and housing units from manual work to a proactive digital model. The pilgrim's data is shared as soon as they leave the arrival port so that their check-in to the hotel is recorded automatically via the digital "Nusuk" card and through smart gates that monitor occupancy rates moment by moment and ensure room readiness before the pilgrims arrive.
On the ground, the Ministry of Municipalities and Housing, represented by the Municipality of the Holy Capital, took over the engineering of infrastructure and services by updating and monitoring more than 11,800 service sites through the "Balady+" platform. This digital logistical infrastructure was employed to implement more than 38,000 strict oversight tours on food establishments and catering kitchens to ensure food safety. These efforts culminated in the removal of more than 266,000 tons of waste with high efficiency and speed, in a season characterized by official authorities announcing it completely free of any food poisoning cases.
When the pilgrim enters the precincts of the Two Holy Mosques, they find successive numbers of smart autonomous robots launched by the Presidency of Religious Affairs and the General Authority for the Care of the Two Holy Mosques. Religious guidance robots took on the task of breaking the language barrier with their superior ability to convert the pilgrim's oral speech into written texts, then analyze the jurisprudential context of the question, and then formulate the answer and present it vocally in 11 different international languages, which led to reducing congestion around human religious guides.
This technical progress is supported by a diligent field effort led by smart sterilization robots that spread in the Mataf area and corridors, moving completely independently among the crowds based on advanced spatial radars that allow them to draw immediate maps of the site and avoid human and physical obstacles with extreme precision. Meanwhile, other dedicated robots took over the distribution of blessed Zamzam water bottles to those performing Tawaf and prayers without any human contact and with the highest health safety standards.
This massive array of innovations does not work in isolation from each other or as separate technical tools; rather, it is a unified Saudi national system that shares data within a common digital space. This interconnection enabled the system to link crowd density in a specific area with measuring air quality indicators and temperatures to predict the possibility of increased heat exhaustion cases before they occur, allowing medical and field teams to take proactive action before receiving any report.
This system gains its exceptional value not only because it is the product of the children of this great country, but because the language models with which the artificial intelligence works have been trained and fed with the foundations of sound, moderate Islamic jurisprudence, and the computer vision algorithms were developed specifically to understand and manage the exceptional nature of crowds in Makkah in all its details and cultural and geographical privacy. This makes this experience a unique model that is difficult to import or replicate in a ready-made form from anywhere else in the world.
Thus, the Hajj season of 1447 AH was not just a passing station to which some digital improvements were added; rather, it was the official announcement of the maturity of the Saudi digital mind and its extraordinary ability to lead and manage the largest periodic human gathering on Earth, to maintain spirituality and tranquility and give the guests of the Most Merciful the highest levels of reassurance and safety, and to transform the world's largest organizational challenge into a dazzling technical system that deserves to be the inspiring model for smart cities and crowd management around the world.
