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.
Insurance Consulting
What’s on your radar?
We partner with clients to drive innovation in insurance, combining strategic insight with expertise in analytics, AI, and insurance fundamentals to deliver clear, actionable solutions.
What we do
Six areas where we do the work ourselves.
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.
Recent from the blog
Notes on underwriting, AI, and the work.
Mythos Madness #2: 7 Models, 2 Benchmarks
A 15-cent AI matches a $40 one on simple tasks and dies on hard ones. The harness, not the model, is usually where the gains live.
Mythos Madness
Claude Mythos Preview prices intelligence at a level where reading every word of every document for every account starts to pencil out. Insurance should pay attention.
Manus: Maybe a bigger 'DeepSeek Moment' than Deepseek itself
Manus AI positions itself as the first truly autonomous AI agent. If DeepSeek and ChatGPT are like McKinsey, Manus demonstrates the ability to actually get things done.
Have a problem that needs a second set of eyes?
Tell us what you are building. We will tell you where we can help.