Construction firms receive a flood of information these days—everything from sales pitches in their email inboxes, to cover stories in industry magazines—about the potential for data analytics to revolutionize what they do.

And it’s true that under the right circumstances shifting from siloed spreadsheets to advanced data warehouses and analytics engines can yield transformative insights.