Shravankumar Chandrasekaran
Benchmarking, Risk Analytics, and Product Management in New York
Industry Experience
Experience building & scaling digital platforms for commercial insurance brokers, underwriters, sales leaders, and risk managers worldwide.
Rate Monitoring
Peer Comparison & Benchmarking
Insurance Program & Risk Management
Carrier Insights & Analytics
- MarketConnect
- TruMatch
Select Research
Overcoming Data Latency in Rate Monitoring: A Statistical Sampling and Bayesian Updating Approach
A novel method using statistical sampling and Bayesian regression to address timeliness challenges in environments where data capture is manual thereby introducing delays. Our approach combines stratified sampling techniques with Bayesian updating to derive progressively refined estimates of rate change.
Leveraging Generative AI for Candidate Selection in Peer Benchmarking for P&C Insurance
Traditional methods for peer selection often rely on subjective judgment, which can be time-consuming and prone to bias. Our approach supplements Gen-AI based input policy classification, industry classification and other information for peer selection.
Methodology for standardizing P&C broker data for modeling
A robust methodology for cleaning, transforming, and standardizing raw data from Property & Casualty (P&C) broker systems. Given the heterogeneity and complexity of broker data, the proposed methodology addresses challenges such as inconsistent formatting, missing values, and diverse data structures. The standardized output facilitates downstream modeling tasks, including risk assessment, pricing optimization, and client segmentation.
A Comparative Analysis of Rate Monitoring Methodologies in the Property & Casualty Insurance Industry
A comparative analysis of various rate monitoring methodologies employed within the Property & Casualty (P&C) insurance industry.
The Evolution of Data Strategy for Success with AI
A whitepaper on changes to enterprise data strategy to leverage the potential of AI within a company's products and services.
Speaking Engagements
Fail Faster Podcast: The intersection of Discovery, Design & Delivery Fail Faster