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Cities are learning to predict problems. The harder question is whether they can act on them.
By Eddie Cheng, Co-Founder and Chief Technology Officer of Origen
Ask whether a city can predict a problem before its residents feel it, and the honest answer in 2026 is yes. Weather models, satellite imagery and dense sensor networks can now tell a municipality which underpass will flood, which junction will lock up and which substation is running hot. Prediction is no longer the scarce capability. The real challenge is turning a prediction into a decision, and a decision into an action that physically changes what happens on the street. A forecast that cannot drive either is simply a more sophisticated way of watching things go wrong.
The pressure to close that gap is not abstract. The United Nations’ World Urbanization Prospects 2025 finds that cities are now home to 45 per cent of humanity, that nearly two-thirds of global population growth through 2050 will occur in urban areas, and that the number of megacities has quadrupled over the past five decades. At that scale, a management model that waits for a complaint before raising a work order is not merely slow; it is arithmetically outmatched. No control room will ever have enough people to respond to a city of ten million, one incident at a time.
Instrumented is not intelligent
Much of the past decade’s smart-city investments went into instrumentation: more sensors, cameras and dashboards. That work was necessary. But a sensor count is a procurement metric, not an intelligence metric. A city with 10,000 sensors and 40 dashboards is well instrumented, yet not intelligent. Intelligence begins when the data from those sensors can be reasoned over as a single picture and converted into an action that has physical impact.
Three transitions, and where most cities stall
In our work with municipalities, we describe the journey as three transitions. Most cities are still working on the first.
From invisible to visible. Most of what a city needs to know about itself already exists, but it is locked in silos: utilities in one system, construction permits in another, and resident records in PDFs and flat databases with no spatial depth. Each department monitors only its own part of the city, whether zoning, utilities or construction, while no one sees the whole picture. Bringing those records together in a single, spatially and temporally aligned three-dimensional model of the city is unglamorous work. It is also where much of the value is created, because a fact only becomes actionable once its location and timing are known.
From reactive to proactive. Once the whole scenario is understood, questions change. Rather than investigating after a storm why a district was underwater, a city can run a flood simulation on a proposed development before the first foundation is poured and change the design rather than the drainage budget.
From decision to action. This is the transition that matters most and is attempted the least. Consider utility corridors, for instance. A pipeline conflict discovered during excavation can delay a project by months. When the same conflict is detected in digital twins, stakeholders are alerted and the design change is pushed back into the engineering systems, it can be resolved before anyone lifts a shovel. The next generation of city command centres should not be judged by how many problems they surface, but by how many they close.
Two tests a beautiful rendering does not pass
This is why we build SpatialWare, our digital-twin operating system for cities, around two questions. First, is the twin computable? Many companies can produce a photorealistic three-dimensional city. The differentiating question is how much analysis can actually be performed using it, from flood hydraulics and infrastructure capacity to cross-domain impact and conflict detection. A twin you can only look at is a map with better lighting.
Second, is the twin alive? A model refreshed once a year is a monument to the city as it was. Keeping a twin current across thousands of square kilometres requires production pipelines that update only what has changed and automate tasks that were once done by hand, including scene reconstruction, segmentation, mesh simplification and texture recovery. Where industry practice has typically automated a fifth to a third of this work, we have pushed that figure beyond 90 per cent, not for elegance, but because a twin that cannot keep pace with the city cannot be trusted to predict it.
The obstacle is institutional before it is technical
Prediction requires cross-departmental data, and the barrier to sharing it is far more often organisational than it is technological. This is why architecture matters as much as algorithms. The AI-powered digital governance framework we are architecting is deliberately federated. It connects existing systems rather than replacing them, synchronises datasets that matter through an AI-enabled orchestration layer, and leaves each department in control of its own data. A city does not need to be rebuilt to become predictive. It needs to be connected in a way that its institutions can work with.
Built at home, because accuracy depends on it
It also needs to be built in the region. A living model of the way a society moves, consumes and behaves is among the most sensitive assets a government can hold. In the Gulf region, where the UAE and Saudi Arabia are investing at national scale in AI strategies and sovereign digital infrastructure, the case for domain-engineered intelligence that is built and governed locally is not protectionism. A generic model trained elsewhere has never seen what a sandstorm can do to a coastal highway or how a city’s evening traffic patterns shift during Ramadan. In this context, sovereignty is not just a matter of control, but a precondition for accuracy.
What will test the loop next
Two shifts will demonstrate whether the sense–understand–decide–act loop holds under pressure. The first is the low-altitude economy: thousands of drones making tens of thousands of trips a day above a city cannot be regulated using a two-dimensional map. A platform that already has a live, three-dimensional picture of the city is the natural place to manage that airspace. The second is agentic AI, which is quietly redefining what a dashboard can be. The next city operations centre will have fewer screens because a copilot that recommends an action and, with human approval, executes it will make most of today’s screens redundant.
The same principle governs the other end of our work. Domia, our AI-native home, learns a household’s rhythm, distinguishes family members by voice and senses presence, posture and even a fall without relying on a single indoor camera. Whether the environment is a villa or an entire emirate, the design goal is the same: a system that anticipates rather than records, and protects without watching.
A new benchmark for public service
For a century, cities have been judged by response time: how quickly a crew arrives or how fast a road reopens. The next benchmark is subtler and more demanding, measured by how many problems residents never experience because a system can see them coming and act before they reach the street. Cities can now predict. The ones that lead will be those that learn to close the full loop.
Home Feature
Jockamo Barnes Is Building Culture, Not Just Brands
From scented boyfriend sweaters to cocktails that cross continents, Murali, Co-founder of Jockamo Barnes, is turning Dubai’s cultural quirks and everyday observations into unexpected creative experiences.
In an industry where every brand wants to be culturally relevant, Murali, Co-founder of innovation studio Jockamo Barnes, is challenging the very idea of what that means. “Culture is one of the most abused words today, especially in marketing and advertising. Every agency claims it. Every brand sees it as a shortcut to relevance. But few truly understand what it means to be a part of it.”
For Murali, the answer lies in creating rather than chasing culture. At Jockamo Barnes, that translates into unconventional objects, brands and experiences rooted in human behaviour, often inspired by the contradictions of life in the UAE. ““Every project starts with a tension: two things that shouldn’t necessarily work together, but somehow do. The UAE produces them faster than anywhere I’ve lived,” he explains.
Take Boomerang, a playful inversion of hospitality inspired by a New Orleans cocktail tradition. Instead of visiting bars to be served, Murali travels with a drink to gift bartenders around the world, creating an unexpected connection between cocktail communities across continents.
Then there’s Pre-Worn Boyfriend Sweater, a tongue-in-cheek take on Dubai’s dating culture, built around the observation that “the best part of situationships are the clothes you steal; the worst part is the man.” Created with fragrance studio Oo La Lab Dubai, the scented sweaters capture three familiar dating archetypes: the Entrepreneur, the Gym Rat and the Desert Philosopher. Beyond the humour, the project explores how scent and touch can evoke memories in ways traditional advertising cannot.
A more poignant expression of this thinking is Bitter Meat, created with Aidan Frederick. Described as a love letter to the UAE’s expat experience, the project challenges the familiar narrative of Dubai as a temporary stopover. Its message, “for those who chose here,” speaks to residents who have made the country home by choice. “Reverence without romanticism. We love this place too much to put it on a postcard,” says Murali.
This creative philosophy also shapes the studio’s collaborations. The Away Kit, developed with Super Cellar for the 2026 World Cup, features more than 17 editorial posters pairing nations with culturally inspired cocktails. The insight is distinctly local: Dubai experiences the tournament as a city of away fans, where people passionately support countries they no longer live in.
For Murali, partnerships like these are about shared authorship rather than conventional sponsorship. “Super Cellar started as a client and became a co-author. That’s the model we want: invite a brand into something already in motion instead of shopping them a finished idea.”
Ultimately, Jockamo Barnes is interested in ideas that live beyond the fleeting attention of a campaign. “Advertising asks for attention. People watch it, skim past it. But it’s ignorable and avoidable. Objects earn a place in someone’s life. We’re more interested in the second.”
And perhaps that’s the studio’s most compelling proposition: culture isn’t something brands need to borrow relevance from. It’s something they can meaningfully contribute to.
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THE STORIES BEHIND THE MATERIALS SHAPING UAE INTERIORS

by Selva Kumar Rajulu, Managing Director & Senior Vice President – Middle East, Asia & Africa, Nolte FZE
A beautiful material can catch the eye, but it is the story behind it that increasingly captures a buyer’s attention. Customers today are more knowledgeable about their homes and increasingly interested in the finer details behind the products they choose. Where was the material sourced? How will it perform overtime? And what effect could it have on the people living around it?
For manufacturers and designers, this creates a responsibility to explain the thinking behind every material choice. Storytelling is becoming an important way to do that, connecting aesthetics with provenance, performance, sustainability, and wellbeing. And like any good story, this too begins with its origins.
Origin Is Adding New Value To Premium Interiors
A material’s origin tells us more than where it comes from. It can influence how sustainably it is produced, how well it performs, and the character it brings into a home.
Stone from a particular quarry, responsibly sourced timber, and traditionally woven textiles each carry a sense of place and craftsmanship. These qualities are particularly valuable in premium interiors, where homeowners are looking for substances beyond surface appearance. However, these stories also need to be supported by evidence. At Nolte Küchen, more than 99% of the wood we use meets our sustainable wood criteria, with FSC and PEFC certifications prioritized in procurement.
We are seeing this emphasis on transparency reflected in our work with UAE developers, where project briefs increasingly look beyond the appearance of kitchen materials to consider sourcing, durability, and consistency across multiple units. For manufacturers, responsibly sourcing materials, backed by recognized certifications and produced to consistent quality standards, will set them apart. It also allows customers to make more informed choices by showing where materials come from and how they are made.
Regional identity is influencing design trends
Beyond its origin, a material must also suit the region’s environment and culture. In the UAE, extreme heat, humidity, and strong sunlight make durability a key consideration. Material choices can also influence how much heat enters a building and, in turn, the energy needed for cooling.
A 2026 study of Dubai’s Al Fahidi district highlighted how traditional homes used coral-stone walls and wind towers to regulate indoor comfort naturally. Today, that same principle of environmental adaptation applies to modern interiors: cabinetry, adhesives, and surface finishes must be engineered to withstand the UAE’s coastal humidity, intense UV light through floor-to-ceiling windows, and constant exposure to indoor air conditioning without losing their structural integrity.
Cultural identity matters, too, with some homeowners looking for ways to reflect the region’s heritage in their spaces. For example, Al Sadu is a traditional Emirati weaving technique featuring geometric patterns inspired by grasslands, sand dunes, and the waves of the Arabian Gulf. These cultural influences can be incorporated into contemporary homes through traditional geometric detailing, sand-toned finishes, and textured stone.
From our experience, no single style defines the UAE market. With people from over 200 nationalities coming here to live, work, and build families, homes naturally reflect a wide range of cultures and personal tastes. This is especially evident in kitchen design, where some buyers prefer clean, minimalist European styles, while others are drawn to warmer wood finishes, earthy tones, and textured surfaces. We are also seeing growing interest in combining contrasting materials and finishes, such as natural wood textures with matt cabinetry or stone surfaces, to create more unique kitchens.
Sustainability is at the center of material choices
PWC found that more than half of Middle Eastern consumers surveyed are changing their purchasing habits by buying more sustainable products. This growing awareness is also influencing how people choose materials for their homes, with greater attention to what products contain, how they are made, and how long they will last.
For manufacturers, this means supporting sustainability claims with evidence. Using recycled wood in particle boards, sourcing certified timber, and reducing waste during production are some ways the industry is responding. However, sustainability goes beyond material sourcing. Durability and repairability are equally important to reduce the need for frequent replacements.
In kitchens, these considerations are particularly important. With frequent everyday use, buyers increasingly look for materials that can withstand wear and tear while retaining their appearance over time. This is why advancements in surface engineering—such as anti-fingerprint matt lacquers, UV-resistant laminates, and highly durable stone reproductions—have become central to the sustainability conversation.
What lies ahead for 2027
As homeowners pay closer attention to materials, trends such as natural wood finishes, statement stone surfaces, and textured cabinetry are gaining ground across the UAE.
More importantly, the kitchen is no longer treated as an isolated workspace. Heading into 2027, we are seeing a decisive shift toward integrated living ecosystems, where identical material stories, warm timber cabinetry, layered textures, full-height stone backsplashes, and earthy colors extend seamlessly from the kitchen into dining and living areas, paired with fully integrated built-in appliances.
This has made customisation increasingly important, as customers want cohesive colours, textures, and layouts that reflect their personal identity across the entire home. As buyers increasingly seek to experience these materials first-hand, showrooms are becoming an important part of the decision-making process, letting them see and feel differences in texture, finish, and quality. Beyond appearance, however, sustainability and provenance will become essential considerations in material selection, with customers expecting greater transparency around responsible sourcing, durability, environmental impact and long-term value.
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Peak Traffic Season: Why Driver Fatigue Should Be a Key Employer Duty of Care Focus
By Dr Ryan Copeland, Regional Medical Director, Middle East, International SOS
As traffic volumes continue to rise across Dubai and the UAE, particularly along heavily congested commuter corridors, employers face a growing responsibility to address one of the most underestimated workplace risks: driver fatigue. Recent reports of significant congestion on key routes connecting Dubai and Sharjah serve as a timely reminder that many employees are spending longer periods behind the wheel each day. For organisations whose employees drive for work, whether visiting clients, transporting goods, responding to emergencies, or travelling between sites, fatigue can significantly impair performance and increase the likelihood of serious road traffic incidents.
While organisations often focus on vehicle safety, defensive driving, and compliance measures, fatigue management should be viewed as a critical component of any duty of care programme. Unlike mechanical failures, fatigue can be difficult to recognise, yet its effects on concentration, reaction time, decision-making, and situational awareness can be profound.
Fatigue: More Than Just Feeling Tired
Fatigue is a physical and mental state that reduces a person’s ability to perform tasks safely and effectively. It may result from insufficient sleep, long working hours, stress, illness, dehydration, poor nutrition, or prolonged periods spent driving in congested traffic.
Long commutes, early starts, and frequent travel between emirates can contribute to chronic sleep debt, often before employees recognise its impact on performance.
Common warning signs include:
- Frequent yawning or heavy eyelids
- Difficulty concentrating or maintaining attention
- Missing road signs or navigation instructions
- Drifting within a lane
- Delayed reaction times
- Increased irritability or mood changes
Employers should educate both drivers and line managers to recognise these signs before fatigue becomes a serious safety risk.
Building Fatigue Awareness into Journey Risk Management
Driver fatigue should form part of every organisation’s journey risk assessment process. Managers should evaluate not only the distance being travelled but also the employee’s fitness to drive.
Key considerations include:
- Has the employee had adequate sleep in the previous 24 to 48 hours?
- Are they undertaking an early morning or late-night journey?
- Have they worked a prolonged shift before driving?
- Are they feeling unwell or taking medication that may affect alertness?
- Is the journey likely to involve extended periods in heavy traffic?
Organisations should avoid schedules that encourage rushed journeys, excessive driving hours, or inadequate rest. Where practical, virtual meetings, overnight stays, or alternative transport arrangements may offer safer options than long-distance road travel.
Sleep: The Foundation of Driver Safety
Good-quality sleep remains the most effective defence against fatigue.
Most adults require seven to nine hours of sleep each night to maintain alertness, concentration, and decision-making ability. Chronic sleep deprivation can significantly increase the risk of driving-related incidents.
Employers can support healthy sleep habits by encouraging employees to:
- Maintain consistent sleep and wake times
- Create a cool, dark, and quiet sleep environment
- Avoid heavy meals close to bedtime
- Limit caffeine intake later in the day
- Reduce screen exposure before sleep
- Seek medical advice for persistent sleep problems, snoring, or suspected sleep apnoea
Hydration and Nutrition Matter
The Gulf climate presents additional challenges for drivers. Even mild dehydration can contribute to headaches, poor concentration, fatigue, and reduced mental performance.
Employees should be encouraged to:
- Drink water regularly throughout the day
- Carry water during journeys
- Increase fluid intake during hot weather or after physical activity
- Limit excessive consumption of energy drinks and highly caffeinated beverages
Nutrition also influences alertness. Heavy meals can contribute to sluggishness, particularly during afternoon driving periods.
To help maintain concentration, drivers should aim for:
- Balanced meals containing lean protein, whole grains, fruits, and vegetables
- Healthy snacks such as nuts, yoghurt, or fresh fruit
- Regular meal timing to maintain stable energy levels
- Reduced reliance on sugary snacks that can lead to energy crashes
While caffeine may provide a temporary boost, it should never be viewed as a substitute for adequate sleep.
Practical Steps During Peak Traffic Periods
As congestion increases, employers should reinforce practical fatigue-mitigation measures:
- Encourage regular breaks during longer journeys
- Rotate driving responsibilities where possible
- Avoid scheduling consecutive high-mileage driving days
- Plan journeys outside peak traffic periods when feasible
- Use telematics and journey management tools to identify excessive driving exposure
- Include fatigue awareness in routine safety briefings
Drivers should also be reminded that opening a window, turning up the music, or consuming caffeine offers only temporary relief. If fatigue develops while driving, the safest option is to stop in a safe location and rest.
A Shared Responsibility
Managing driver fatigue is not solely the responsibility of the individual behind the wheel. It requires a coordinated approach involving employers, managers, occupational health teams, and employees.
By promoting healthy sleep habits, supporting hydration and nutrition, recognising warning signs, and embedding fatigue awareness into journey planning, organisations can significantly reduce fatigue-related driving risks.
As traffic volumes continue to increase during peak periods, companies that proactively address fatigue as part of their duty of care strategy will not only enhance road safety but also protect employee wellbeing, productivity, and organisational resilience. Ultimately, safer and healthier drivers contribute to safer roads for everyone.
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