CBRE Business Analytics
Analytics. Answers. Action.
The CBRE Business Analytics Team is focused on providing
Our vision is to drive positive client outcomes by combining
data from internal, external, and third party sources, thereby improving
visibility into operations and enabling more informed decisions.
We understand that our clients require solutions that are
flexible to their unique technology and business environments. Our approach is designed to accommodate those
differences and creates distinct advantage for our clients in the following
Big Data Architecture
Our Enterprise Data Platform is built to scale and
flex with advances in technology – we can adapt as innovation happens with
individual technology systems, data sources, and connections options. Our
clients benefit with a long-term solution that grows and changes with the
entity rather than a solution that will need to be replaced when technology
take a data-centric rather than system-centric approach to data integration
and governance. As a result, we are not beholden to prescribed systems or
data sources. Our clients benefit by being able to tap data sources outside
of its legacy applications and even CBRE systems.
We can send integrated data back into client
systems as needed, via APIs or web services, using our Enterprise Data Platform.
Our clients benefit by receiving integrated data sets, where appropriate, for
further use within their business.
Our performance management culture is centered on
empowering our people and clients with information that helps them make
better decisions, not just dashboards. Our clients benefit from CBRE’s
investment in our platform and in our Business Analytics Team – all of which
is solely focused on delivering and supporting scalable integrated data
CBRE Business Intelligence
The CBRE Business Intelligence architecture is designed to
accommodate virtually all data sources.?
The diagram below shows how our architecture and data governance process
combine to enable truly integrated reporting, while also remaining flexible and
Figure 1. CBRE BI Architecture
is sourced from various systems and tools before undergoing a detailed process
to cleanse, conform, consolidate, and audit the data. A single source of common
data is then used across multiple systems to establish integrated reports and
visual dashboards. These dashboards become the new starting point to investigate,
identify, analyze, and answer business-critical decisions.
Data governance is the foundation for our
solutions. Strong?data governance requires strict adherence to the core
governance disciplines: data quality management, information lifecycle
management, and security & privacy.??Proper and continuous
execution of these disciplines?allows enterprise data to be trusted and
leveraged to for decision making.
governance process for Business Intelligence begins with structured data
ingestion, standardization, unification, and mastering. This process ensures
that the all of our clients
start with a sanitized and validated set of data.
Integrated Reporting Capabilities
We believe effective client reporting begins with a deep
understanding of who the client is, their business needs, goals, objectives,
and challenges—and the role reporting plays in enabling them to manage and
optimize their business.
There are several layers of reporting and capabilities
that are available to all clients within the CBRE Business Analytics program.
Key Benefits include:
World Class Dashboards allow for dynamic
delivery of data
Customized Views for different roles within the
Self Service, Standardized and Advanced
Our approach also dramatically reduces the cost and time
of data acquisition for our clients and CBRE account teams so efforts can be
focused on delivering meaningful analytics to drive business outcomes across