Place Intelligence: Why Most Developers Get It Wrong

Songdo cost $40 billion. It took thirty years to model a return. It sits at 46% occupancy. The technology worked. The sensors were installed. The systems ran. But people didn't come, because the investment decisions were made from the bottom up, from the technology available rather than from the lives that were supposed to be lived there.

Songdo is not an isolated case. ICT firm-led smart city developments have faced major setbacks or permanent cancellations across multiple markets. The pattern is consistent: technology deployed ahead of, or instead of, a clear answer to what residents actually need from the place.

In the GCC, the stakes are different. And the scale of investment makes the question of getting the logic right more consequential than anywhere else.

The scale of the commitment

Saudi Arabia announced USD 12.4 billion in new digital transformation and smart infrastructure tenders under NEOM, Qiddiya, and ROSHN programmes in Q4 2024 to Q1 2025. IoT solutions, sensor networks, connected utilities, and smart home systems accounted for 18% of the GCC smart cities market in 2024, with more than 65 million active IoT endpoints deployed across the region.

The GCC smart home market alone is projected to grow from USD 2.69 billion in 2024 to USD 6.72 billion by 2033. That figure covers only residential smart home systems; it excludes the public realm infrastructure, community management platforms, and building-level IoT deployments that make a master development actually function.

Across a single portfolio of 14 developments, the scale that a mid-sized GCC master developer might carry, the hardware-driven cost of place intelligence infrastructure ranges from AED 3.9 billion for core systems to AED 26.8 billion when the full system scope is applied at the high tier. Those are real numbers from a real engagement. The difference between them is not a technology decision. It is an experience decision.

The question that changes everything

GCC developers are not building technology cities for abstract populations. They are building communities for people who are choosing to move here, stay here, and raise families here. The demographic shift from transient to resident, already visible in the residency data for both Dubai and Abu Dhabi, changes what a place needs to do for the people in it.

A master developer with affordable housing, mid-market communities, premium residences, and ultra-luxury villas is making four distinct promises to four distinct resident profiles. The technology investment logic that serves one of those profiles actively misserves another. Applying a uniform stack across a differentiated portfolio is not a neutral decision; it is a misallocation that gets locked into the built environment before handover and is difficult and costly to correct afterwards.

The question that should precede every technology investment decision is not: what systems are available? It is: what experience has this development promised its residents, and what technology, at what level of investment, is required to deliver it?

That question changes everything downstream. Which systems are core and which are optional. What coverage logic applies by asset type. What the cost model looks like at portfolio scale. What the board is actually approving when it signs off on the capital programme.

What the GCC context demands

Abu Dhabi and Dubai rank 10th and 12th globally in the IMD Smart City Index 2024, the only two Middle Eastern cities in the top 20. Both cities are tracking liveability, resident satisfaction, and operational performance at district level. Developers operating in this environment are increasingly benchmarked against the same variables that city authorities are measuring.

Technology that is installed without reference to the daily experience of residents produces data that no one uses and liveability scores that do not move. Technology that starts from the experience the development has promised produces systems that serve residents and data that supports genuine operational improvement over time.

Getting place intelligence right in the GCC is not a technology question. It is an experience question that technology gets to answer.