实例探究 > LexisNexis® Home Inspection Index boosts inspection return-on-investment

LexisNexis® Home Inspection Index boosts inspection return-on-investment

公司规模
1,000+
地区
  • America
国家
  • United States
产品
  • LexisNexis® Home Inspection Index
技术栈
  • Predictive Model
  • Proprietary and Public Record Datasets
  • System-to-System Connection
实施规模
  • Pilot projects
影响指标
  • Cost Savings
  • Customer Satisfaction
  • Productivity Improvements
技术
  • 分析与建模 - 预测分析
  • 应用基础设施与中间件 - 数据交换与集成
适用功能
  • 商业运营
  • 质量保证
用例
  • 预测性维护
  • 远程资产管理
服务
  • 数据科学服务
  • 系统集成
关于客户
This case study is regarding a homeowners insurance carrier that has been a leader in bringing the digital experience to the homeowners insurance space, providing on-line quotes, services and purchase capabilities. This company acquires and serves customers through both an agency channel and its direct-to-consumer website, using a streamlined process accompanied by a proprietary mapping system. The business is focused on aggressively managing loss ratios in its current portfolio while increasing the number of policies in force (PIF) through multi-state expansion.
挑战
Like many carriers, this company struggled with managing inspection resources for the greatest return on investment. It lacked the ability to specifically identify those properties most in need of inspection at the time of policy renewal. Instead, this carrier conducted selective inspections of properties in high hazard areas; a costly and time intensive method with little to no perceivable impact on actionable rates. As losses continued to mount, alarms were raised across the enterprise. The call went out for a cost-effective solution that would cause minimal disruption to the current process while significantly increasing actionable discovery rates, thereby reducing losses.
解决方案
LexisNexis® Home Inspection Index is a predictive model solution that leverages data from multiple proprietary and public record datasets and returns an index value ranging from 1 to 5 for each property (1 being least likely to be in need of inspection, 5 being most likely to be in need of inspection), accompanied by model indicators and attributes. Home Inspection Index fits seamlessly into a carrier’s existing workflow and is accessible from the LexisNexis platform through a system-to-system connection. With Home Inspection Index, this carrier could better identify the most high-risk properties and target inspection resources accordingly, saving time and money while reducing losses from undiscovered risks.
运营影响
  • A pilot was conducted in two states. Of the properties evaluated, the company chose to perform inspections on 60% of those properties ranked as a 4 or a 5.
  • The rate of actionable discovery as a result of the inspections on those properties was 50%, a significant improvement over the previous rate of 10-20%.
  • Had those 'high-risk' properties not been identified and appropriate action not been taken, loss ratios would have been severely impacted.
  • Overall, the carrier was able to reduce the number of inspections by 40%, while improving loss ratios.
  • The ability to focus its inspection dollars and unearth actionable condition hazards significantly improved the carrier’s program. The insights gained also led to a more profitable book of business.
数量效益
  • The rate of actionable discovery improved from 10-20% to 50%.
  • The company reduced the number of inspections by 40%.

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