CFOs Want More Than Income Statements: Brokerages Demand Operational Context to Understand Financial Performance

Written by:

Steve Marcinuk

Date:

04 Dec 2025

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Brokerage executives are finding that traditional financial statements alone no longer provide the clarity needed to run a successful real estate business. According to Cheryl Wellman, Chief Financial Officer at AccountTECH and former controller at Premier Sotheby’s International Realty, financial reports frequently show what happened to profitability but fail to explain why results changed or how to respond.

“CFOs and Vice Presidents of Finance don’t just want an income statement,” Wellman says. “They want an income statement that tells them why they’re different from budget and why they’re different than last year.”

Wellman argues that the gap between financial results and operational understanding is a major challenge for brokerages. Without connecting the numbers to real operational activity, leaders are left without the information they need to make informed decisions.

The Root Cause Problem

Wellman describes a common scenario in brokerage finance: a CFO reviews net profit or loss, compares it to the previous year and to budget, and then asks why performance has changed. But the answer is rarely clear from the income statement alone.

Without operational context, executives must guess at the causes. A brokerage may see profit decline, but determining whether the issue is lower transaction volume, declining average sales price, higher operating expenses, or fewer agents requires gathering data from multiple, often disconnected, systems. This process can take days or even weeks.

“By managing and reporting the key indexes simultaneously with the financial statement, you answer that question,” Wellman says. She refers to operational metrics such as agent count, average sales price, transaction volume, and company dollar spend as essential for understanding the drivers behind financial outcomes.

The Integration Challenge

Most brokerages do not have the infrastructure to connect operational data from the various platforms agents and staff use daily. “Agents are using MLS, they’re using Dotloop and Skyslope and all of those kinds of things,” Wellman notes, referencing popular transaction management systems. For brokerages affiliated with national brands or franchises, even more systems are involved.

Extracting actionable operational data from these fragmented tools and tying it to financial reporting has historically been a slow, manual process. As a result, many brokerage CFOs receive financial statements that show overall results but provide little insight into the operational factors behind them.

Wellman contends that this lack of integration puts brokerages at a disadvantage, especially as the industry becomes more competitive and fast-paced. “This is a very fast-moving industry,” she says. “The quickest movers cannot do that without good information.”

What Integrated Reporting Reveals

Brokerages that have managed to integrate operational data with financial reporting can quickly see which factors are affecting profitability. “The software needs to give them more than just the numbers,” Wellman says. “It gives you the numbers for that period, but also tells you the number of agents you had, your average sales price, how many transactions, what company dollars were spent.”

With this level of detail presented alongside financials, executives can make more informed decisions about resource allocation and cost management. For example, a profit decline caused by fewer transactions requires a different response than one caused by higher operating costs or lower average sales prices.

“I don’t know of any other software that can tell you the key indexes when delivered to you,” Wellman says, referring to platforms that integrate operational metrics directly into financial reporting. “That’s really important because that’s what a CFO needs to understand performance.”

The Competitive Implication

With more than 30 years in real estate finance and 11 years overseeing operations at Premier Sotheby’s International Realty, Wellman has seen firsthand that connecting operational performance to financial results is becoming a key differentiator.

“People that really take the time to invest in budgeting and planning are really the most successful,” Wellman says. But she emphasizes that effective budgeting and planning require understanding not just the financial outcomes, but the operational drivers behind them.

Brokerages that rely solely on traditional financial reporting, without operational context, are at a disadvantage compared to competitors who have invested in integrated systems. These competitors can more quickly identify problems, adjust strategy, and allocate resources to areas with the greatest impact.

A Possible Solution

AccountTECH’s Darwin platform, where Wellman now serves as CFO, offers one approach to addressing this challenge. The system aggregates data from MLS, transaction management platforms, brand systems, and other sources to produce consolidated reports that include both financial results and operational metrics.

According to Wellman, the platform’s report writer enables brokerages to customize reports to match their specific operating style, while maintaining the vital connection between financial outcomes and operational drivers. “All brokerages are doing the same thing,” she says. “It’s just they have different operating styles. Some people like to see their reports one way. Other people like to see them a different way.”

The future of brokerage reporting may depend on how quickly firms recognize the risk of operating without integrated data. As the pace of the industry accelerates and competition intensifies, the ability to understand not just what happened, but why it happened, is becoming essential for sustained success. Brokerages that bridge the gap between financial and operational reporting are likely to have a significant advantage in navigating the challenges ahead.