Architecture and Engineering Firms Often Unaware of Actual Profitability, New Report Finds
A new benchmark report by Factor A/E reveals that many architecture and engineering firms are busy and confident about AI but lack real-time visibility into their project profitability, potentially hindering their ability to manage budgets and leverage new technologies effectively.


A significant portion of architecture and engineering (A&E) firms are operating without a clear understanding of their project profitability, despite being busy and optimistic about the future, particularly regarding artificial intelligence. This finding comes from the 2026 Architecture & Engineering Industry Benchmark Report released by Factor A/E, a project management software provider for the A&E sector.
The report highlights a disconnect between industry activity and financial oversight. While many firms report high utilization rates and loyal client bases, a substantial number struggle with fundamental financial tracking. This lack of visibility can lead to budget overruns and missed opportunities for optimizing operations.
Financial Blind Spots
The Factor A/E report indicates that 42 percent of A&E firms cannot report their net profit margin, a critical metric for assessing financial health. Furthermore, 60 percent of firms do not know or do not track their realization rate—the percentage of billable time that translates into collected revenue. This oversight is particularly concerning given that 73 percent of firms identify scope creep as the primary threat to their project budgets.
Consequently, 56 percent of firms report budget overruns on more than 10 percent of their projects. These overruns often stem from issues that only become apparent after corrective action is no longer feasible.
Leslie Heller, director of growth at Factor A/E, commented on the findings: “The picture that emerges is not an industry in trouble, it’s an industry that is profitable, but often without a clear view of what’s driving that profitability. Firms are clearly talented and in demand. What many are missing is the operational visibility to know, in the moment, which projects are healthy and which are quietly losing money.”
Operational Challenges
Beyond financial metrics, the report points to operational inefficiencies that divert resources from billable work. Forty-four percent of firms report that project management tasks are the biggest drain on their teams’ time, closely followed by client communication and approvals.
The management of resources and projects often remains a manual process. Seven in ten firms rely on meetings, spreadsheets, or informal methods to manage staff across projects. Half of the firms assign personnel to projects based on intuition rather than data-driven allocation.
Cash flow also presents a persistent challenge. On average, 70 percent of firms wait 31 days or longer to collect payment after issuing an invoice, with 22 percent experiencing delays exceeding 60 days. This lag disproportionately affects smaller firms that often front project costs.
Despite these operational hurdles, the client relationship aspect of the business remains a strong point, with three in four firms reporting that at least half of their clients are repeat customers. However, 60 percent lack a formal system for measuring client satisfaction, relying instead on reputation and past momentum.
Key facts
| Metric | Finding |
|---|---|
| Net Profit Margin Visibility | 42% of firms cannot report their net profit margin. |
| Realization Rate Tracking | 60% of firms do not know or track their realization rate. |
| Project Profitability | 40% of firms do not track project profitability in real time. |
| Scope Creep Threat | 73% of firms name scope creep as the biggest threat to budgets. |
| Budget Overruns | 56% of firms report overruns on over 10% of their projects. |
| AI Impact Expectation | 78% of firms believe AI and automation will have the biggest impact. |
The AI Readiness Gap
Looking ahead, 78 percent of firms anticipate that AI and automation will significantly impact the A&E industry. However, the report suggests a potential readiness gap. Firms still reliant on disconnected tools and manual processes may face greater challenges in adopting AI-assisted workflows compared to those with integrated systems. Economic uncertainty (cited by 48 percent) and talent shortages (28 percent) are also significant concerns.
Heller emphasized the importance of building a strong operational foundation: “The firms best positioned for the next five years aren’t necessarily the biggest, they’re the ones building the operational foundations now. Getting visibility into margins, realization, and forecasting in place is what turns AI from a buzzword into a real advantage.”
The report is based on a survey of architecture and engineering firms across the United States and Canada, with a majority being small to mid-sized practices (around 80% with fewer than 20 employees). The respondents were primarily from architecture (57 percent), engineering (38 percent), and related disciplines (5 percent).
For architecture and engineering firms, understanding these financial and operational metrics is crucial. The ability to accurately track profitability, manage scope creep, and optimize resource allocation directly influences a firm’s capacity to invest in new technologies like AI, adapt to economic shifts, and maintain a competitive edge. Without this foundational visibility, firms may struggle to fully capitalize on the opportunities presented by advancements in AI and automation.
Source: The Architect’s Newspaper, https://www.archpaper.com/2026/06/architecture-engineering-firms-profitable-benchmark-finds/
Source
The Architect's Newspaper Original publication: 2026-06-24T18:16:42+00:00
Mara Ellison
Editorial contributor.
