Data Intelligence

Transforming complex real estate data into a trusted foundation for AI-ready decisions and measurable business outcomes.

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Real estate data intelligence is the practice of consolidating, governing, and activating an organization's real estate data — including lease, occupancy, capital, and market data — to support faster and more reliable business decisions. CBRE Data Intelligence delivers the data foundation that enables enterprise real estate teams to move from manual reporting to AI-ready analytics, reducing operational cost and accelerating the path from data to action.

$
12
M
Saved in one year/one client in costly data issues
6
B
Records managed with team of 8 found 200,000+ data issues

When Organizations Turn to Data Intelligence

Organizations engage CBRE Data Intelligence when the cost of bad data becomes visible. A portfolio report that leaders do not trust. An AI tool that returns unreliable answers because the underlying data is incomplete or inconsistent. A new IWMS implementation that cannot move forward until legacy data has been cleaned, mapped, and migrated. These are the moments when data infrastructure stops being an IT concern and becomes a business problem.

We meet organizations wherever they are in their data maturity — from one-off projects requiring targeted support to enterprise-scale programs that govern data across hundreds of properties, dozens of systems, and multiple lines of business.

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Portfolio Data Governance
Establish a single source of truth across lease, occupancy, and capital data so portfolio decisions rest on accurate information.
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AI Readiness and Data Infrastructure
Prepare enterprise real estate data for AI consumption: clean, structured, and integrated across systems so automation and modeling deliver reliable results.
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Occupancy and Space Analytics
Convert utilization data and sensor inputs into dashboards that drive occupancy decisions at the portfolio and building level.
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Lease and Transaction Intelligence
Integrate lease data into real-time analytics workflows so finance, legal, and real estate teams operate from the same numbers.
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Article | Intelligent Investment

The Perfect Recipe

June 22, 2026
Better data, not more technology, drives better outcomes.
Read More

Data Intelligence Services

CBRE Data Intelligence delivers end-to-end services across the full data lifecycle, from architecture and integration through governance, analytics, and AI readiness. Our team is tool-agnostic and multi-vendor, working across any IWMS, BI platform, or enterprise system your organization relies on.

Services are available as targeted project-based engagements or as ongoing enterprise support, scaled to the complexity of your portfolio and the maturity of your current data environment.

We design and build the pipelines, connectors, and scalable data environments that link your real estate tools into a single, coherent data layer. Whether you are integrating a new platform, consolidating data from multiple systems, or building a data warehouse for the first time, we ensure the underlying architecture supports both current reporting needs and future AI consumption.

Reliable decisions require reliable data. We establish the definitions, rules, audits, and ownership frameworks that give your organization confidence in the numbers behind every report and every model. Our data governance programs are designed to be practical, not theoretical: clear roles, measurable standards, and audit real estate analytics processes that sustain quality over time.

Data quality is not a one-time project. Our team provides ongoing data administration, audit generation, and issue resolution to keep your systems accurate, consistent, and audit-ready. For complex enterprise environments managing high volumes of lease, occupancy, and capital data, this is the operational layer that sustains everything else.

We translate into decisions. Using modern BI and visualization tools including Power BI, Tableau, and Looker Studio, we build custom reports and dashboards that surface the insights portfolio managers, CFOs, and occupancy teams actually need. From root cause analysis to trend identification, we deliver actionable intelligence at the speed business requires.

Many data quality issues originate in the process, not the system. We redesign the workflows that generate, move, and maintain data across corporate real estate, finance, and operations — reducing manual effort, eliminating handoff errors, and building consistency into the way data is created and consumed across the organization.

Artificial intelligence depends entirely on the quality of the data it is trained on and the accuracy of the data it queries. CBRE Data Intelligence prepares your real estate data for AI consumption: identifying critical data elements, ensuring consistency and security, integrating data across systems, and building the governance layer that determines how AI tools safely access and use your data. The result is an AI-ready data foundation that delivers reliable answers rather than confident errors.

Our Approach to Real Estate Data Intelligence

CBRE Data Intelligence uses a progressive framework that builds from data foundation through measurable AI outcomes. The journey starts with the basics — reliable architecture, clean pipelines, and accurate integrations — and advances toward governance, analytics, and ultimately AI-ready data that delivers trusted answers at scale.

Most organizations enter this work somewhere in the middle: they have systems, data, and tools, but the data is inconsistent, incomplete, or siloed in ways that prevent them from trusting it. CBRE assesses where your organization stands today and builds a practical roadmap toward the data maturity level your AI and analytics strategy requires.

  1. Foundation

    Data architecture, pipelines, and integrations — the infrastructure layer that makes data available and consistent across systems.

  2. Information

    Data governance, business glossary, and critical data elements — the definitions and rules that give data its meaning.

  3. Inspiration

    Trends, root cause analysis, and data quality insights — the analytical layer that transforms data into understanding.

  4. Innovation

    Process optimization, automation, and AI-ready data — the layer where governed data begins to drive efficiency and intelligence.

  5. Transformation

    Artificial intelligence and measurable business impact — the outcome layer where trusted data delivers competitive advantage.

Across all five phases, CBRE ensures that every decision made about how data is collected, managed, and accessed is traceable, governed, and aligned with your organization's security and compliance requirements. We co-manage AI initiatives from planning through optimization alongside your internal teams, ensuring that data governance is built into the process from the start.

Connecting Data Intelligence Across CBRE Consulting

CBRE Data Intelligence is the data layer that makes every other Portfolio Technology service more effective. Our work connects directly to IWMS implementation, CAD/BIM records management, and productivity technology — ensuring that the data flowing through your real estate systems is clean, governed, and ready to support decisions at every level of your organization.

Because our team is tool-agnostic and multi-vendor, we integrate with the systems your organization already uses. We bridge the gaps between platforms, translate data across formats, and build the shared data foundation that allows your enterprise real estate, facilities, occupancy, and finance teams to operate from the same source of truth.

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