01
Data-Driven Strategic Insights
Translate portfolio data into decisions a leadership team can act on. Loss triangles, segmentation, and book diagnostics that answer the questions executives actually ask.
Services
Six areas. One operator who has shipped in all of them.
Every engagement is scoped to a real outcome. The deliverable is usually something that goes into production, not a slide deck that goes on a shelf.
02
Generative AI and ML Solutions
Practical AI for underwriting, submission triage, and claims. The work spans model selection, retrieval pipelines, and evaluation so the system earns trust before it earns scale.
03
Regulatory and Compliance Expertise
Rate filings, bureau coordination, and state-by-state strategy. Deep familiarity with commercial lines filings and the judgment to know when a product decision is really a compliance decision.
04
Underwriting and Pricing Optimization
Rebuild rating plans, tune risk appetite, and close the loop between bound premium and ultimate loss. Built automated underwriting from scratch at Next Insurance and applied the same playbook since.
05
Process and Efficiency Improvements
Find where the work actually happens and remove the friction around it. Operational redesign grounded in what underwriters, ops teams, and brokers do every day.
06
Commercial Insurance Focus
Twenty-plus years inside commercial lines. Small commercial, middle market, specialty programs, and the particular economics of MGAs and program carriers.