From Firefighting to Forecasting: How AE Firms Drive Profitability with Data

Split-screen graphic titled "From Firefighting to Forecasting: How AE Firms Drive Profitability with Data" by Valerie Higgins for Stambaugh Ness, contrasting a chaotic desk under emergency lighting with an organized workspace featuring Deltek Ajera financial dashboards and 3D BIM models.
August 13, 2026

Let’s be honest: most AE firms operate on urgency.

  • A project runs over budget — so we react.
  • Cash flow tightens — so we scramble.
  • A client delays payment — so we chase.

It feels productive. It feels busy. But in reality, it’s reactive leadership.

Many firms convince themselves that constant motion equals progress. In truth, they’re stuck in a cycle of firefighting, responding to problems only after they surface in financial statements or billing reports.

The most resilient AE firms operate differently. They’ve flipped the script. They’ve moved from firefighting to forecasting, shifting from reacting to anticipating.

And the difference often comes down to how they use their data.

The Shift Every AE Firm Needs to Make

Forecasting doesn’t require more reports. It requires a different leadership rhythm.

During the 2008 downturn, while serving on the management team of an AE firm, we learned this lesson quickly. Monthly financial hindsight wasn’t enough. By the time reports were finalized, the story had already unfolded.

So, we changed the cadence.

Instead of waiting for month-end, we began reviewing key indicators weekly. We tracked utilization, backlog, project margin, and cash flow in near real time. Those numbers didn’t just tell us how we had performed; they showed us where we were headed.

That shift gave us something invaluable: time.

  • Time to adjust staffing before utilization dipped too far.
  • Time to address project performance before margins eroded.
  • Time to have difficult conversations early instead of urgently.

Industry BenchmarksDeltek AE Clarity Report

According to the 47th Annual Deltek AE Clarity Study, high-performing firms achieve an operating profit of 24.1% (vs. 10.3% for all other firms) by maintaining real-time visibility into billable labor.

Today, firms have access to far more information than we did then, but many are still operating in a monthly mindset.

How Can Deltek Ajera Support a Forecasting Mindset?

Deltek Ajera connects project management, time tracking, accounting, and financial reporting in one integrated system. When data is entered consistently and reports are aligned with leadership priorities, it becomes possible to see performance trends as they develop — not weeks later.

Imagine:

  • Project managers reviewing budget burn rates throughout the week and adjusting course before overruns occur.
  • Leadership viewing firmwide utilization and backlog in a single dashboard instead of piecing together spreadsheets.
  • Finance teams spending less time compiling reports and more time analyzing what the numbers mean.

That’s the real shift — from data collection to decision support.

When daily or weekly data becomes part of your operating rhythm, forecasting stops being a finance exercise and becomes a leadership discipline.

How Can AEC Firms Transition from Reactive to Predictive Forecasting?

Start by aligning on a small set of key performance indicators. Everyone — from leadership to project managers — should be watching the same handful of metrics. Utilization, backlog, margin, and cash flow are often the right place to begin.

Next, make the data visible. Dashboards aren’t just for accountants; they’re tools for decision-makers. When metrics are transparent and easy to access, accountability increases naturally.

Then shorten your review cycle. Weekly visibility allows small issues to surface early, before they grow into financial emergencies.

Finally, build financial confidence within your project management team. PMs sit at the front line of profitability. When they understand how their decisions affect margin and cash flow in real time, forecasting becomes embedded in daily operations.

Why This Matters, Especially Now

You can’t control the economy. You can’t control when projects stall or when markets tighten.

But you can control how informed your decisions are.

Firms that adopt a forecasting mindset don’t eliminate risk; they reduce surprises. They respond with clarity instead of urgency. They protect margins, strengthen accountability, and build resilience into their operations.

Firefighting will always be part of leadership in the AE industry. But it shouldn’t define it.

With the right visibility and the discipline to use it, firms can spend less time reacting to problems and more time preventing them.

Aligning Your Ajera Dashboards with Executive Decision-Making

If you’re managing by hindsight instead of foresight, it may not be a system issue; it may be a visibility or alignment issue.

Many AE firms have the right tools in place but haven’t fully aligned their data, dashboards, or reporting cadence with how leadership actually makes decisions. Sometimes a fresh perspective from someone who understands both the AE industry and Deltek Ajera can help uncover blind spots and surface insights that are already there.

If you’re looking to make Ajera work harder for your firm, not by adding complexity, but by improving clarity, the team at Stambaugh Ness is always open to a conversation.

Take the Next Step Toward Better Forecasting

If your firm is using Deltek Ajera but still feels like decisions are driven by hindsight instead of foresight, it may be time to strengthen how your team uses financial data.

Join Stambaugh Ness for Ajera Financial Intelligence: Driving AEC Firm Performance & Strategy, a virtual workshop designed to help you leverage Ajera data to establish meaningful utilization goals, improve project manager accountability, strengthen forecasting capabilities, and better understand the relationship between utilization, multiplier, backlog, and profitability.

The firms that forecast effectively aren’t collecting more data; they’re using the right data more strategically.

And in today’s environment, that difference can be significant.


Valerie Higgins Headshot