Bringing Brokerage Data into One Leadership View

Originally published April 15, 2023. Editorial review: September 7, 2026.

A real estate business owner wanted better information for managing growth, efficiency and profitability. The published case describes a business analytics project that brought data from several software platforms into dashboards for the leadership team.

The account’s clearest contribution is the connection between reviewing performance measures, working with the company’s IT department and making the resulting information usable for executives and managers.

The work described

The project began with an evaluation of performance metrics and analytics across the company’s software. The team reviewed what the information showed about the business and where improvements might be needed.

The team then worked with the IT department on data feeds intended to bring information from different sources together. The stated objective was to give leadership an up-to-date view of performance through dashboards that were straightforward to use.

The account also describes research into industry practices and potential problems. Recommendations were intended to fit the business, with attention to its particular strengths, weaknesses and operating needs.

What can be concluded

The published narrative reports better oversight and management information after the dashboard work. It also reports financial and growth results, but does not provide the comparison periods, calculation basis or supporting records needed to evaluate those figures.

The dashboard work is described in the case. The available account does not establish how much of any reported business change was caused by that work. A quantified evaluation would need to distinguish implementation costs, recurring costs, measured savings and the other changes occurring in the business.

Applying the lesson

A dashboard project begins with the decisions the information needs to support. The following questions are general guidance for another business; they are not a description of additional work performed in this engagement:

• Which management decisions need clearer or more timely information?
• Where does each measure come from, and who is responsible for its definition?
• How will the team recognize missing, stale or inconsistent data?
• What action should follow when a measure changes?

Answering those questions gives a leadership team and its technical colleagues a shared brief. It also makes it possible to assess whether a dashboard is being used in decisions, alongside the separate task of evaluating financial results.