{"input_url":"https://www.constructiondive.com/spons/the-hidden-cost-of-bad-data-in-constructions-ai-race/830364/","gnews_decode":"https://www.constructiondive.com/spons/the-hidden-cost-of-bad-data-in-constructions-ai-race/830364/","http_status":200,"final_url":"https://www.constructiondive.com/spons/the-hidden-cost-of-bad-data-in-constructions-ai-race/830364/","html_length":204844,"trafilatura_result":"ok","text_length":6380,"text_preview":"The construction industry is racing to adopt AI. Estimating agents, project scheduling optimization, predictive risk analytics — the tools are multiplying every week and so is the pressure to implement them before a competitor does.\nAccording to the 2026 Construction Hiring and Business Outlook from","verdict":"OK"}