SINGAPORE’S AI IMPACT BAROMETER

Measuring AI’s Influence on Singapore Commercial Real Estate

Singapore’s first data-led view of AI’s impact on industries and commercial real estate, helping clients stay ahead of change and uncover opportunity.

Artificial intelligence is rapidly moving beyond experimentation and becoming embedded across the global economy. As this shift accelerates, one of the biggest challenges for businesses is understanding what is real, what is noise, and what it means for future decision-making.

The AI Impact Barometer has been developed to bring clarity to this transition, providing a structured way to track how AI is influencing economic activity and, in turn, the built environment.

By focusing on measurable signals rather than speculation, the AI Impact Barometer helps investors and occupiers interpret change with greater confidence. It represents the first phase of a broader research initiative focused on understanding AI’s role in shaping the future of real estate, and will be updated regularly to reflect how trends evolve over time and across markets.

Singapore’s first data-led view of AI’s impact on industries and commercial real estate, helping clients stay ahead of change and uncover opportunity.

The AI Impact Barometer has been developed to bring clarity to this transition, providing a structured way to track how AI is influencing economic activity and, in turn, the built environment.

Explore the barometer

How to use the barometer

The Barometer brings together a wide range of indicators to assess how AI is reshaping both the broader Singapore economy and property markets.

These indicators are grouped into key themes, including:

Adoption of AI technologies across industries
Capital formation directed towards AI infrastructure and innovation
Economic growth driven by AI related capital expenditure and investment
Net employment shifts and changing skills demand
Commercial Real Estate asset classes of data centres, office, industrial and retail dynamics
Environmental sustainability metrics being impacted by AI related innovation.

Rather than relying on a single metric, the model aggregates these signals into “momentum scores”, highlighting both the direction and intensity of change.

This approach allows users to quickly interpret whether AI is strengthening, stabilising or weakening conditions across different areas of the market. Momentum is categorised across a spectrum, including:

Positive Impact Accelerating

The indicator is rapidly trending in a positive direction for the economy or real estate, with AI advances likely playing a key role driving the trend. For example, data center vacancy rates falling to record lows amid surging AI-compute driven demand.

Positive Impact Gradually Intensifying

The indicator is gradually trending in a positive direction for the economy or real estate, with AI advances likely playing a key role driving the trend. For example, steady improvements in leasing trends for modern, bulk distribution centers that are best equipped for warehouse automation.

Neutral Impact/Holding Steady

The indicator has changed little recently, and AI’s effect is neutral or overshadowed by other factors. For example, employment growth in sectors set to benefit from the AI infrastructure buildout remains flat, as slowing immigration makes open positions in these fields harder to fill.

Negative Impact Gradually Intensifying

The indicator is gradually trending in a negative direction for the economy or real estate, with AI advances likely playing a key role driving the trend. For example, class B/C office vacancy rates rising slowly as automation reduces back-office employment.

Destructive/Negative Impact Accelerating

The indicator is rapidly trending in a negative direction for the economy or real estate, with AI advances likely playing a key role driving the trend. For example, employment declining rapidly in white collar sectors vulnerable to automation such as document preparation and call center support.

measuring momentum

The Barometer focuses on momentum and how indicators are moving over time, rather than attempting to isolate AI’s exact contribution. This framework provides a more practical way to interpret change, particularly in an environment where multiple factors are interacting simultaneously.

SECTION: FROM DATA TO DECISION-MAKING

Turning insight into strategy

The AI Impact Barometer is designed as a practical decision-support tool.

By consolidating complex data into a structured framework, it helps organisations:

Identify emerging opportunities linked to AI growth
Monitor risks associated with overinvestment or shifting demand
Compare performance across sectors
Inform portfolio and capital allocation decisions

As AI continues to scale, having a consistent way to track its impact will be critical for long-term strategy.

AI SECTOR FORESIGHT

Research • Technology

AI Impact on Gateway Cities

AI leasing demand is surging in the Bay Area, New York City, and London — the world's top three markets for AI and tech companies.

Robert Sammons • 02/06/2026