Question · Q4 2025
Andrew Steinerman asked how much of the 2026 margin expansion is expected to come from higher lab utilization. He also inquired about how technology investments expanding productivity affect the calculation of lab capacity and utilization, and how much higher lab utilization could potentially go.
Answer
CFO Ryan Robinson noted that due to the diversity of labs and measurement methods, it's difficult to precisely correlate margin expansion directly to lab utilization, but the improving trend is a key driver. CEO Jennifer Scanlon explained that productivity gains come from optimizing expert utilization (engineers, technicians), physical labs, and equipment. Technology, including AI, expands people's capacity, while better monitoring directs projects to labs with the greatest capacity, and capital planning extends overall facility capacity.
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