Insurance & Actuarial AI Tools for Claude

Review actuarial reserve workbooks for property-casualty or life insurance companies. Identify methodology anomalies, test development patterns, flag reserve deficiencies, and draft the reserve opinion commentary.

Structure and document insurance claims from first notice of loss through coverage analysis. Produce an initial reserve recommendation, coverage position letter, and investigation checklist for adjusters.

Review Directors & Officers (D&O) or Errors & Omissions (E&O) insurance policies for coverage gaps. Compare side A/B/C coverages, exclusions, sublimits, and retention structures against best-practice standards.

Analyze an insurance underwriting submission for commercial lines. Assess risk quality, pricing adequacy, coverage terms, loss history, and produce an underwriting memorandum with accept/decline recommendation.

Analyze 5-year loss run data for an insurance account. Calculate loss cost ratio, identify frequency/severity trends, benchmark vs. industry, and generate an underwriter-ready loss narrative.

Extract key terms from reinsurance treaty agreements. Summarize coverage triggers, retention, limits, exclusions, reporting requirements, and settlement terms in a structured abstract for underwriting and accounting teams.

Draft actuarial and management narratives for state insurance department rate and form filings. Covers loss cost trend support, rate change justification, deviation explanations, and responsive letters to department queries.