This report, commissioned by the WTW research network, investigates the use of AI in property risk assessment. It (i) reviews existing work on risk assessment in commercial and industrial properties and automated information extraction from building blueprints; and (ii) presents an exploratory 'proof-of concept-solution' exploring the feasibility of using machine learning for the automated extraction of information from building blueprints to support insurance risk assessment.
翻译:这份报告由WTW研究网络委托编写,调查在财产风险评估中使用人工智能的情况,(一) 审查商业和工业特性的风险评估和从建筑蓝图中自动提取信息的现有工作;(二) 提出探索性的“概念解决办法”探讨利用机器学习自动提取从建筑蓝图到支持保险风险评估的信息的可行性。