Clayem is an LLM-assisted tool that helps fight property insurance claims (clayem.com)

Clayem has launched an innovative tool leveraging large language models (LLMs) to support property insurance claims, addressing common issues faced by policyholders such as minimal payouts and delayed responses from insurers. Traditionally, insurance adjusters focus on finding reasons to pay less, often complicating the process with intricate policy language and lengthy negotiations. Clayem's AI-driven solution quickly analyzes every clause, exclusion, and endorsement in insurance policies, streamlining the claims process and uncovering potential coverage that insurers may overlook. This development is significant for the AI/ML community as it showcases practical applications of AI in an area where efficiency and transparency are critical. Clayem's approach includes licensed public adjusters who review AI findings and negotiate on behalf of clients, ensuring a personal touch in the digital process. Additionally, the platform allows users to track every step of their claim in real-time, providing a comprehensive view of interactions and offers. The contingency model means users pay only when they receive more than the insurer's original offer, making the tool accessible and risk-free, potentially leading to fairer settlements for policyholders.