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Data-driven decisions and turning workplace data into a business advantage across California

How do organizations make better workplace decisions with data?

By treating the workplace as a measurable business asset rather than a static real estate cost. The most successful organizations use workplace data to understand how space is performing, how people are working and where opportunities exist to improve efficiency, experience and business outcomes.

Data-driven workplace strategies help organizations move beyond assumptions and make decisions based on how their spaces, people and operations actually perform. In practice, data-driven workplace decisions enable organizations to:

  • Predict equipment failures before they disrupt operations.
  • Reduce reactive maintenance through real-time monitoring and predictive analytics.
  • Optimize energy consumption and operating costs through continuous performance tracking.
  • Identify underutilized space and make more informed portfolio and lease decisions.
  • Improve capital planning by understanding how buildings and workplace assets perform over time.
  • Support facilities teams with a single source of truth across building systems, occupancy and environmental performance.
  • Measure the real impact of workplace investments rather than relying on assumptions or annual reviews.
  • Enable faster, evidence-based decisions around workplace strategy, occupancy and future growth.

For organizations across the San Francisco Bay Area, Silicon Valley and California, these capabilities are becoming increasingly valuable. Rising operating costs, portfolio optimization efforts, evolving workplace expectations and pressure to do more with existing assets are forcing leaders to make higher-stakes decisions. Real estate, facilities and workplace teams need visibility into how their spaces are performing so they can reduce risk, improve efficiency and make informed decisions with confidence.

What does this look like in practice?

Our project with HSBC for its new headquarters in New York demonstrates what this approach can look like at scale. Designed as the most technologically enabled workplace within HSBC’s global portfolio, the project was built around the simple objective of understanding how the workplace performs and using that insight to continuously improve it.

Through a combination of IoT sensors, a digital twin and integrated building systems, HSBC gained the ability to:

  • Predict and address operational issues before they impact employees or business continuity
  • Continuously optimize space utilization and workplace performance
  • Monitor energy, carbon and environmental performance in real time

Rather than treating the workplace as a finished project, HSBC’s workplace continuously learns, adapts and improves alongside the needs of the business.

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Why workplace data matters

Many organizations still make workplace decisions based on occupancy targets, annual surveys and anecdotal feedback. While useful, these inputs only tell part of the story. A data-driven workplace combines real-time information from multiple sources to create a more complete picture of performance. This can include occupancy patterns, collaboration behaviours, environmental conditions, energy consumption and workplace utilization.

This helps leaders understand how workplace investments support client service, talent attraction and operational performance. Additionally, it provides insight into collaboration, innovation and growth. Finally, it helps balance flexibility, confidentiality and employee experience.

The result is a workplace strategy grounded in evidence rather than opinion.

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From workplace to living system

At HSBC, workplace data was not viewed as a reporting tool. It became the foundation of an ongoing workplace strategy.

The project team developed a technology platform capable of gathering and utilizing data across the workplace. This information feeds into a digital twin, a virtual representation of the physical environment, allowing HSBC to monitor performance, analyze workplace patterns and make informed adjustments over time.

This approach transforms the workplace from a fixed environment into an adaptive system. As business priorities change, leaders gain visibility into how spaces are being used, which environments support different workstyles and where improvements can create value. Rather than waiting years for the next workplace project, organizations can continuously optimize performance throughout the lease term.

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Better decisions across the portfolio

The value of workplace data extends beyond a single office.

For organizations managing multiple locations, workplace analytics can reveal broader portfolio opportunities. Leaders can identify underutilized space, understand occupancy trends, support real estate right-sizing initiatives and improve future planning decisions.

HSBC’s workplace was specifically designed to support ongoing analysis of utilization, performance and employee experience. The data generated enables spatial, operational and strategic adjustments that better align the workplace with business needs over time.

This is particularly relevant in markets like San Francisco, where organizations are reassessing their office portfolios while balancing growth, flexibility and cost management.

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The future belongs to informed workplaces

The question is no longer whether organizations should collect workplace data. Most already do. The real opportunity is creating systems that turn information into action.

As workplace strategies continue to evolve, the organizations that perform best will be those that understand how their spaces support people, operations and business outcomes. Data provides the visibility needed to make those decisions with confidence.

For California organizations navigating change, a data-driven workplace creates something increasingly valuable – the ability to adapt before challenges become constraints.

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Looking beyond occupancy data?

From portfolio optimization and workplace analytics to smart building technologies and digital twins, we help organizations turn workplace data into actionable business insight.

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