Insurance
22 functions · 61 AI translations
Industry-Specific Functions
Underwriting — Personal Lines
You rate, select, and price risk for a living. Every rule in your guidelines, every exception in your authority matrix — that's a model. AI underwriting is just your model, running on data instead of desk experience.
Underwriting — Commercial Lines
Commercial underwriting is where art meets science. You're evaluating businesses, not data points.
Claims — Property & Casualty
Every claim is a decision tree. Intake, triage, investigate, evaluate, resolve. AI runs the same tree — it just doesn't need coffee at 2pm.
Actuarial
You've been building models since before 'data science' was a job title.
Policy Administration & Servicing
Policy admin is the manufacturing floor of insurance.
Agency & Distribution Management
Managing an agency force is relationship management backed by production data.
Reinsurance
Wholesale risk transfer with institutional counterparties.
Loss Control & Risk Engineering
Boots-on-the-ground risk assessment.
Claims — Workers' Compensation
Medical management, legal compliance, return-to-work, employer relationships.
Underwriting — Specialty Lines
Research-intensive, judgment-heavy, changes faster than any other segment.
Surplus Lines / E&S Market
Exists because admitted markets can't or won't write the risk.
Premium Audit
Where estimated premium meets actual exposure.
InsurTech & Innovation
Evaluating vendors, piloting tech, managing POCs that don't become shelfware.
Universal Functions
These functions exist in every industry but are written in insurance language.
Finance & FP&A — Insurance
Two accounting frameworks (SAP/GAAP), combined ratios, DOI reporting.
Compliance & Regulatory — Insurance
50+ jurisdictions, each with different rules.
HR & Talent — Insurance
Aging workforce, specialized roles, 18–24 month ramp-ups.
Legal — Insurance
Coverage litigation, bad faith, regulatory compliance.
Marketing — Insurance
Selling a promise on paper, everything potentially a regulatory document.
IT & Core Systems — Insurance
Oldest tech stacks alongside newest.
Data & Analytics — Insurance
Predictive analytics since the 1600s.
Policyholder Service — Insurance
Brand promise meets operational reality.
Strategic Sourcing — Insurance
TPAs, independent adjusters, defense counsel, catastrophe response.