Workers Comp Underwriting Risk Scoring

Service Offering

Unified data delivers consistent, profitable underwriting decisions

Problem Statement

Underwriters use fragmented data and manual judgment, causing inconsistent pricing and adverse selection. Submission and loss run data is siloed, external risk data is manual, and rating engines aren’t real-time.

What's holding you back

  • Poor data quality across sources

  • No override tracking

  • Disconnected external data

  • Model opacity eroding trust

  • Manual overrides inconsistent

What success looks like

  • Loss ratio decreases 3-5 pts

  • Quote-to-bind increases

  • Override rate decreases

  • Pricing accuracy increases

  • Broker confidence improves

How evolv helps

  • Unifies submission, loss run, and external risk data with realtime rating integration

  • Provides transparent scoring logic with override tracking and feedback loops

  • Implements strong data quality framework ensuring consistent, profitable decisions

Why evolv?

Underwriting optimization expertise

Proven real-time scoring frameworks

Transparent models underwriters and brokers trust

Experience reducing adverse selection and improving margins

Let's talk

Make pricing decisions more consistent and defensible. Unify underwriting data and scoring logic into a real-time risk framework.