Monograph Leverages Platform Data to Launch 2026 Benchmarks for A&E Firms

According to a recent LinkedIn post from Monograph, the company is promoting its 2026 Benchmarks report for architecture and engineering firms, based on anonymized usage data from its firm management platform. The post indicates the benchmarks cover salaries, business metrics, and, for the first time, performance differentials between firms adopting AI tools and those that are not.

The LinkedIn post highlights that Monograph’s platform is used by more than 16,000 architects and engineers to track projects, hours, and billing, providing a data foundation for these benchmarks. It also emphasizes that access to comparative metrics is being offered for free, contrasting this with traditional, often costly, survey-based benchmark products.

As shared in the post, the report is positioned as particularly relevant to small and midsize A&E firms, which the company suggests make up roughly 90% of the market by having 1–50 employees. The benchmarks aim to give these smaller firms a clearer view of how they compare to peers, where AI is affecting performance metrics, and what operational levers might be available to improve outcomes.

For investors, the initiative suggests a strategy to deepen Monograph’s value proposition and customer engagement by turning platform data into insights that could increase user stickiness. By emphasizing AI-related performance gains, the post also points to a potential cross-sell or upsell pathway around AI-enabled workflows, which could support pricing power or expansion revenue over time.

If widely adopted by A&E firms, these benchmarks may enhance Monograph’s competitive position versus traditional survey providers and less data-driven management tools. The move could also expand the company’s addressable market by attracting firms that initially engage with the free benchmarking report and later convert to paid usage of the full platform.