Purpose and audience
Prompted Lines is an independent guide to AI for insurance leaders, underwriters, actuaries, and analysts. It connects the technology with practical decisions: where to begin, how to measure value, what controls to require, and how to judge the evidence behind a claim.
The examples focus on commercial, specialty, and property and casualty insurance. Readers in other industries can adapt the planning and evaluation methods; insurance requirements and case-study results need to be assessed in their own context.
Editorial responsibility
I am Aaron, the site's owner and editor. I have more than 15 years of insurance industry experience, beginning in actuarial work before moving into data science, machine learning, and AI development. That background informs the examples and the emphasis on model risk and data quality.
AI assists with research, drafting, testing, and maintenance. I set the direction and remain responsible for what is published. The site's build and audit process explains those controls and their limits.
Sources, corrections, and independence
Primary sources take priority over summaries. Carrier and vendor results are attributed to their publishers; examples and recommendations are distinguished from measured outcomes. The timeline separates documented events from scenarios and planning checkpoints, and the evidence page records source comparisons and corrections.
Completed source checks and corrections are recorded on the evidence page, which also lists sources still awaiting passage capture or verification. A review date records when material was checked; it does not guarantee that every source remains current. Please use the contact details below to flag an error or a source that has changed.
This personal project does not represent an employer, client, actuarial organization, or other institution. Its research uses public regulatory documents, company disclosures, papers, and product documentation. It contains no employer or client confidential information.
The site provides educational guidance. Before applying it to a business decision, check the relevant law, professional standards, company policy, and facts with the responsible specialists.
Funding and disclosure
Prompted Lines is self-funded. It carries no advertising, sponsorship, or affiliate links, and no vendor has paid for inclusion or reviewed content before publication.
If sponsorship is accepted in future, it will be limited to clearly labelled placements in the monthly email or a marked sponsor slot. Sponsors will not review or approve editorial content, and sponsored material will not appear in evidence summaries, reported results, the use-case library's suggested order, or the vendor evaluation checklist. Current sponsors will be listed here. Vendor results are attributed and scoped as described above, regardless of any commercial relationship.
Addresses given for the monthly update are used only to send it and are not sold or shared.
Contact & suggestions
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