As leadership teams begin preparing their 2027 budgets, year to date financial reports provide one of the most valuable sources of information available: the operating patterns already developing inside the business.
By the fourth quarter, construction, trades, and service related companies have enough 2026 data to see how revenue, labor, gross profit, overhead, cash, and other financial drivers have behaved throughout most of the year. The opportunity is to move beyond reviewing individual monthly results and begin identifying the relationships developing across several months.
From a Fractional CFO perspective, this is where financial reporting becomes particularly valuable. A financial statement records what happened. Pattern analysis helps leadership understand what may happen next and what should be incorporated into the 2027 budget.
Start With Trends Across Multiple Months
A single month can be misleading.
Revenue may spike because a large project reached a billing milestone. Payroll may increase because of three payroll cycles within the month. Material costs may temporarily rise because purchases were made ahead of project activity. Cash may decline because several large receivables were outstanding at month end.
Reviewing several months together provides context.
When analyzing year to date financials, look at monthly results from January through September or through the most recently completed month. A 13 month rolling financial report can provide even greater perspective because it allows leadership to see the current year alongside recent prior year activity.
Look for consistency, acceleration, and recurring movement.
Has revenue increased for four consecutive months?
Is gross profit percentage gradually declining even while revenue grows?
Are payroll costs increasing faster than sales?
Are accounts receivable balances growing?
Has overtime become more frequent?
Are certain overhead categories consistently exceeding budget?
Is cash becoming tighter during specific periods of the month or quarter?
These patterns create questions. Those questions lead to better budget assumptions.
Watch the Relationship Between Revenue and Gross Profit
Revenue growth receives significant attention during budgeting, but the relationship between revenue and gross profit can reveal whether that growth is producing the financial results leadership expects.
Suppose a contractor increased revenue by 14 percent during the first nine months of 2026. At first glance, that performance could support another aggressive growth target for 2027.
Now look at gross profit.
Perhaps gross profit dollars increased only 6 percent and gross margin declined from 34 percent to 31 percent.
That pattern deserves investigation before another year of growth is added to the forecast.
The company may be taking on lower margin projects. Material costs may have increased without corresponding pricing adjustments. Labor estimates may be too aggressive. Change orders may not be captured consistently. Project managers may be experiencing execution issues as volume increases.
For 2027 budgeting, leadership needs to understand how much gross profit the expected revenue can realistically generate.
Three points of margin on $10 million of revenue represents $300,000. That difference can materially affect hiring plans, equipment purchases, debt reduction, owner distributions, and cash reserves.
Look for Labor Patterns Before Building the Staffing Budget
For construction, trades, and many service organizations, labor is one of the largest financial commitments in the business.
Labor should therefore be analyzed as a relationship to production and revenue.
Review wages, payroll taxes, benefits, overtime, subcontract labor, and other employee related costs throughout the year. Then compare those costs with revenue, gross profit, billable hours, project volume, or another operational driver relevant to your company.
A gradual increase in overtime can be particularly important.
One month of high overtime may reflect a deadline. Several consecutive months may indicate a capacity issue.
If a department consistently relies on overtime to meet demand, the 2027 budget may need to account for another employee. Leadership can then compare the full cost of hiring with the current cost of overtime, productivity challenges, burnout risk, scheduling limitations, and available growth opportunities.
Recognizing the pattern in October gives management time to determine whether recruiting should begin before the new year.
Small Patterns Can Create Large Financial Opportunities
Some of the most valuable patterns are easy to overlook because no individual month appears alarming.
Consider a service company generating approximately $8 million in annual revenue.
Throughout 2026, management reviews monthly results and sees relatively stable profitability. Nothing immediately stands out as a major concern.
During the 2027 budgeting process, leadership reviews the year on a monthly trend report and notices something subtle.
Accounts receivable days have gradually increased.
Early in the year, the company was collecting invoices in approximately 38 days. By the third quarter, the average had moved closer to 48 days. Revenue was growing, so the larger receivable balance seemed reasonable when each month was reviewed independently.
Once the trend is identified, the financial impact becomes clearer.
At approximately $8 million in annual revenue, average daily sales are roughly $21,900. An additional ten days of receivables represents approximately $219,000 of cash tied up in the collection cycle.
That is a meaningful amount of working capital.
Leadership investigates and discovers that several larger customers have gradually extended payment timing and internal follow up has become inconsistent as transaction volume increased.
Now the 2027 forecast can incorporate action.
Management establishes stronger collection procedures, assigns responsibility for accounts receivable follow up, and sets a goal of returning average collection time closer to historical levels.
If the company recovers even seven of those ten additional days, approximately $153,000 of working capital could move through the business sooner.
That cash could help fund hiring, equipment, debt payments, or reserves without requiring additional outside financing.
The opportunity was sitting inside the financial reports throughout the year. It became actionable when leadership recognized the pattern.
Separate Timing Issues From Structural Changes
Budgeting requires judgment because every financial movement should not automatically become a 2027 assumption.
Leadership needs to determine which changes are temporary and which represent the company’s current operating structure.
For example, professional fees may be unusually high because the company completed a one time transaction. Repairs may have increased because several vehicles required unexpected work. Recruiting costs may have spiked because an entire department was expanded.
Other changes may need to become part of the new baseline.
Insurance premiums may have permanently increased. Software costs may now be higher because the organization added users. Management salaries may have changed. Rent may have escalated. A new department may now operate for twelve months instead of six.
When building the 2027 budget, identify the current monthly run rate for recurring costs.
If an expense began the year at $10,000 per month and has consistently been $13,000 since June, budgeting next year based on the year to date monthly average could understate the actual requirement.
The recent pattern provides better information about the cost structure the company will carry into January.
Connect the Income Statement to the Balance Sheet
Important financial patterns are often missed when leadership focuses primarily on the profit and loss statement.
The balance sheet provides additional evidence about how operations are affecting the financial position of the company.
As revenue grows, what is happening to accounts receivable?
Are inventory balances increasing?
Are credit card balances rising?
Is the company using more of its line of credit?
Are accounts payable increasing faster than normal?
Is cash accumulating or declining?
Are equipment purchases increasing debt obligations?
These relationships help determine how much cash the 2027 plan may require.
For a growing contractor, a 15 percent revenue increase may create a much larger working capital requirement if payroll and materials must be funded weeks before customer payments are received.
A budget that anticipates the revenue should also anticipate the cash cycle supporting it.
Bring Operational Leaders Into the Analysis
Financial patterns become more useful when they are discussed with the people responsible for operations.
A CFO may identify rising labor costs. The operations manager may explain that crews are traveling farther because the company’s geographic footprint has expanded.
The financial statements may show a declining margin on a service line. The department leader may know that technician productivity has been affected by scheduling problems.
Equipment repairs may appear unusually high. The fleet manager may know that several vehicles are reaching replacement age.
Combining financial trends with operational knowledge allows leadership to build assumptions grounded in what is actually happening inside the organization.
Turn Patterns Into 2027 Assumptions
The final step is converting observations into measurable budget decisions.
For each significant financial pattern, ask:
Is this likely to continue in 2027?
What is driving it?
What financial impact will it have if it continues?
Can management influence the outcome?
What assumption should be included in the budget?
What KPI should we monitor next year to determine whether our assumption remains accurate?
This process gives leadership a stronger foundation for forecasting.
Your 2026 financial reports contain more than year to date totals. They contain evidence about pricing, capacity, customer behavior, labor efficiency, spending, cash requirements, and the financial consequences of growth.
At McCoy Accounting Advisors, our Fractional CFO work helps leadership teams interpret these patterns and translate them into budgets, forecasts, and financial decisions that support the next stage of the business.
As you prepare your 2027 budget, give yourself time to study what the numbers have been telling you throughout 2026. The patterns you recognize today can significantly improve the decisions you make for the year ahead.
