The Problem
You're spending weeks building pricing models from scratch, reinventing frameworks that should already exist, and second-guessing your assumptions because there's no clear standard. You're stuck between technical actuarial demands and business expectations, with no structured way forward. This playbook eliminates the guesswork, giving you a proven system used in top-tier insurance organizations.
What You Get
A complete course in insurance pricing analytics:
- ✓ Foundations of Actuarial Analysis and Risk Classification
- ✓ Predictive Modeling for Rate Filings and Segmentation
- ✓ Data Requirements and Variable Selection for Pricing Models
- ✓ Loss Reserving Integration in Price Optimization
- ✓ Regulatory Compliance in Rate Development
- ✓ Scenario Testing and Model Validation Techniques
- ✓ Price Elasticity and Competitive Benchmarking
- ✓ Implementation of Tiered Pricing Strategies
Immediate-use implementation files tailored to insurance pricing:
- ✓ Actuarial Risk Exposure Matrix with Severity Scoring
- ✓ Predictive Model Validation Checklist (CAA & ORSA Aligned)
- ✓ Rate Filing Readiness Assessment with Jurisdiction Tracker
- ✓ Pricing Model Documentation Template (SOX-Compliant)
- ✓ Claims Inflation Adjustment Workbook with Trend Forecasting
- ✓ Underwriting-to-Pricing Handoff Process Runbook
- ✓ Competitor Rate Benchmarking Dashboard (Excel + Data Inputs)
- ✓ GLM Specification Guide with Link Function Decision Framework
- ✓ Pricing Governance Stakeholder Map (Actuarial, Legal, Product)
- ✓ KPI Dashboard for Pricing Team Performance (Loss Ratio, Premium Growth, Elasticity)
- ✓ Model Risk Management Audit Checklist (OCC & SR 11-7 Ready)
- ✓ Catastrophe Risk Load Integration Template for Property Pricing
How It Is Organized
Start with the course to build your technical foundation, then immediately apply what you've learned using the toolkit. The 12-module curriculum ensures you understand not just how to run models, but how to defend them, align them with business goals, and maintain compliance. Once you've completed the relevant modules, go to the toolkit folders to find the exact file you need for that phase of work. "Getting Started" has your maturity assessment and stakeholder map. "Models & Frameworks" holds your GLM guide and validation checklist. "Operations & Execution" includes the runbook and handoff templates. "Performance & KPIs" gives you the dashboard to track pricing accuracy and profitability. Every folder is structured around the actual workflow of a pricing actuary implementing or refining a program, not abstract theory.
This Is For You If
- You've been asked to build a predictive pricing model from scratch and need to justify your methodology to senior actuaries.
- You're transitioning from reserving to pricing and lack exposure to rate filing processes and regulatory documentation.
- You're leading a pricing team and need standardized templates so everyone follows the same process.
- You're preparing for an internal model audit and don't have a complete model risk package ready.
- You're benchmarking your pricing framework against industry standards and need a gap analysis baseline.
What Makes This Different
The course gives you the structured, step-by-step knowledge required to understand insurance pricing at a deep level, from GLM assumptions to elasticity modeling. The toolkit gives you the exact files you need to implement that knowledge the same day. Together, they close the gap between learning and doing, which most resources never address.
Every template is designed to be filled in immediately with your data, not adapted from generic frameworks. The Pro Tips sections include real-world guidance like how to handle regulator pushback on trend selections or how to document interaction terms in a filing. These are the notes we wish we had during our first major rate review.
This was built by a team with 25 years of combined experience in actuarial pricing, model validation, and insurance analytics leadership. We've worked on filings in 15 states and three countries, and we've seen what passes and what gets rejected. You're not getting fragments from blog posts, you're getting the full system, battle-tested in real insurance environments.
Get Started Today
This playbook gives you a complete, proven system for insurance pricing analytics: the structured learning to build your expertise and the ready-to-use implementation files to apply it immediately. You're not starting from blank spreadsheets or outdated internal templates. You're starting from a mature, compliant, and technically sound foundation. Skip the months of trial and error, and move directly into confident execution.
