Auto Insurance
Supporting insurers and underwriting teams with intelligent Claim risk assessment with AI derive claim risk Assessment
Turning Manual Claims Assessment into Automated Risk Intelligence
Automating insurance risk assessment to help underwriters process claims faster while providing structured and explainable risk insights.
The Challenge
An insurance company wanted to improve how underwriters assessed claims and insurance risk. The existing process relied heavily on manually reviewing and interpreting data across drivers, vehicles, policies, claims, and compliance.
The challenge was not a lack of data. It was turning fragmented insurance data into a structured and explainable risk assessment without requiring underwriters to manually piece together information for every claim.
Our Approach
Riskey developed an automated insurance risk assessment solution designed to process and analyze key claims-related data and generate a structured view of risk.
Instead of requiring underwriters to manually evaluate information across multiple risk dimensions, the solution brought the relevant data together into a unified assessment framework.
The objective was simple: automate the analysis, surface the relevant risk factors, and give underwriters structured insights to support faster claim processing.
The Solution
The solution automated risk assessment across several dimensions:
Claims Data
Bring relevant claims and insurance data into the assessment.
Driver Risk
Evaluate risk factors associated with the driver.
Vehicle Risk
Assess vehicle-related risk factors.
Risk Analysis
Analyze the relevant risk dimensions together.
Structured Risk Profile
Generate a structured and explainable view of risk.
Underwriter Insights
Surface relevant risk factors to support claims processing.
Building for the Future
Insurance risk is not static. Guidelines, risk parameters, data sources, and claims conditions can change over time. Riskey therefore designed the solution as an extensible risk assessment framework, creating a foundation for dynamic risk scoring, evolving recommendations, and additional insurance use cases as the client's requirements develop.
From manual claims assessment to automated risk intelligence.