Published a practical case study on integrating AI agents into construction company management. 150 people attended the 4th Architecture AI Management Study Group.

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LIFEFUND hosted the 4th Building AI Management Study Group and showed how it uses AI agents inside its construction business. The event focused on practical workflows such as estimating, gross margin analysis, and task decomposition for job-site operations. EXCEED GROUP also shared how AI analysis of 140 project records exposed profit gaps and process issues. The article positions AI as an operating model for construction companies that want to improve efficiency, reduce manual work, and grow without adding headcount.

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