Insights

Using Execution Data to Identify Program Risk

Written by Mandy Poffenberger | Aug 25, 2026, 3:00:04 PM

From the outside, some programs appear to go off the rails overnight. A schedule slips. Funding goes unused. A major acquisition is delayed. Leadership suddenly finds itself facing difficult questions.

In reality, these problems rarely emerge without warning. More often, the warning signs are already present in the data.

Long before a program misses a milestone or requests additional funding, the financial data often begins telling a story. Obligation rates, expenditure trends, and funding balances can provide early indicators of both operational challenges and emerging risks.

Markon has seen that organizations that implement tools and processes to actively monitor execution data can often identify issues months before they affect mission outcomes. We have helped federal organizations build these capabilities for decades.
But these tools and processes alone aren’t enough. In this post, we will evaluate three common execution patterns that our practitioners are trained to identify and that deserve particular attention. While specific execution targets vary by organization, the underlying principles remain the same.

When Financial Performance Is Lagging

Federal organizations often rely on two key financial indicators: obligation rates and expenditure rates.

Obligations occur when funding is placed on contractual vehicles. This indicator is important because organizations directly control when funds are obligated.

While execution profiles vary by program, many organizations expect obligation rates to roughly track the fiscal year's progress.

In simple terms, halfway through the year often means an organization should be approximately halfway through its planned funding obligations, depending on its approved execution profile.

When a program falls behind planned obligation targets, leaders should seek to understand why. The cause may be as simple as a delayed acquisition or as significant as a change in requirements or program priorities.

Expenditures occur when vendors invoice for goods or services and subsequently receive payment. This indicator is important because expenditures are largely driven by contractor performance and invoicing activity.

For example, if an organization's midyear expenditure target is 30% but actual expenditures are only 10%, the program is significantly behind its planned execution profile.

What might cause this?

Acquisition delays may be a factor. Staffing constraints, technology issues, changing requirements, or other operational conditions may also slow progress.

Left unchecked, lagging execution can reduce an organization's ability to achieve planned outcomes, increase end-of-year spending pressure, and create uncertainty during future budget planning.

Markon practitioners implement budget and financial tracking capabilities that seamlessly ingest program financial performance data, enabling our teams to focus on these indicators and conduct research to determine the underlying reasons. This allows us to recommend solutions and corrective actions that help our customers keep programs on track.

When a Program Is Burning Too Hot

While organizations often focus on lagging execution, over-execution can be equally problematic.

For example, if a program is expected to be 30% expended midway through the fiscal year but has already reached 60%, the data may be signaling that the program is burning too hot.

What might cause this?

There are many possible causes. Planned purchases may occur earlier than expected. Contractors may accelerate work to meet critical milestones. New requirements may emerge that consume resources faster than anticipated.

In any case, identifying the trend early is critical. Markon’s curated financial data and reporting can provide leaders with earlier visibility into emerging execution risk, giving them more time to assess options before a funding shortfall materializes.

The risks are significant. Programs that burn through funding too quickly may face shortfalls later in the fiscal year, reducing flexibility to respond to changing priorities. In some cases, organizations may be forced to delay planned work or seek additional funding to sustain critical activities. Rapid spending can also be a sign of uncontrolled scope growth that has not been fully assessed or approved.

Strong execution generally means performing close to planned expenditure targets while maintaining the flexibility to respond to changing mission needs.

While lagging execution and over-execution often receive the most attention, leaders should also be mindful of another risk: obligating funds significantly ahead of actual program need.

When Obligations Outpace Program Need: The Forward Funding Risk

Organizations naturally want to protect the funding allocated to their programs. As a result, it can be tempting to obligate funding well in advance of when it is actually needed.

While this approach may reduce the risk of funding being redirected elsewhere, it can create a different challenge known as forward funding.

Forward funding occurs when obligations significantly outpace the program's immediate requirements. In the short term, this may appear to be a sign of strong execution. However, the effects often become visible in the following fiscal year.

When prior-year funds continue to support ongoing work, current-year funding may sit idle longer than expected. As a result, obligation and expenditure rates for the new fiscal year may appear artificially low, making it more difficult for leaders to assess actual program performance and potentially drawing additional scrutiny to the program.

More importantly, the data may suggest that the program received more funding than it could reasonably execute during the previous year. Over time, this can raise questions about future funding requirements and reduce confidence in budget requests.

The lesson is simple: strong execution is not measured by how quickly funding is obligated. It is measured by how effectively resources are aligned to mission needs and executed at the pace required to achieve program objectives.

Data as an Early Warning System

Financial execution data should not be viewed only as a scorecard. Used well, it serves as an early warning system.

Programs that consistently monitor obligations, expenditures, and funding balances are better positioned to identify risks, adjust course, and make informed decisions.

While every program has unique execution patterns, leaders who pay attention to the story behind the numbers are often able to address challenges before they affect mission outcomes.

Programs rarely fail without warning. More often, the warning signs are already evident in trends in obligations, expenditure rates, and funding balances. The challenge for leaders is not simply collecting the data. It is recognizing what the data reveal early enough to protect mission outcomes.

Turn Execution Data into Mission Insight

Strong program execution starts with seeing risk early enough to act. Explore how Markon helps national security leaders strengthen program performance, improve decision-making, and reduce mission risk.

Learn more about Markon’s mission-first critical intelligence capabilities >>