CVAILGIVApr 29, 2022

The scope for AI-augmented interpretation of building blueprints in commercial and industrial property insurance

arXiv:2205.01671v21 citationsh-index: 37
Originality Synthesis-oriented
AI Analysis

This addresses property risk assessment for commercial and industrial insurance, but is incremental as it reviews existing work and presents only a proof-of-concept.

This report investigates using AI for automated information extraction from building blueprints to support insurance risk assessment, presenting a proof-of-concept solution to explore its feasibility.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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