Predictive Analytics and Forecasting in Construction Projects

In This Article Forecasting Beyond Schedule Clean Data as Foundation AI and Machine Learning BIM and Digital Twins Cost Forecasting Schedule Forecasting Risk Management Labor and Productivity Safety Forecasting Supporting Decisions Limitations Maturity Path FAQ Construction has always relied on forecasting. Contractors estimate costs, project labor needs, sequence activities, manage procurement and monitor cash flow. […]

Five Common Pitfalls in Commercial Fit-Outs—and How to Avoid Them

–> In commercial interiors, even well-conceived spaces can unravel once construction begins. A project that appears fully coordinated on paper can rapidly drift when scope assumptions surface, approvals stall, site constraints tighten or minor revisions ripple across multiple trades. For nonresidential contractors and owners operating in today’s compressed schedules and cost-sensitive environment, fit-outs require more […]

Data centers raise temperatures up to 4 degrees in nearby neighborhoods: study

Dive Brief: Air-cooled condenser arrays in four data centers near Phoenix created thermal plumes that raised temperatures between 1.3 and 4 degrees Fahrenheit in neighborhoods a third of a mile away, Arizona State University researchers found. The discharge was 14 to 25 degrees F higher than the air immediately around the condenser arrays, according to […]