Primary regulatory, official technical and first-party operating sources are prioritised below. Product pages establish what suppliers describe, not independently verified performance. Podcast descriptions and available transcripts were used as published material; no unpublished interview or direct viewing of unavailable recordings is claimed.
- PLRB — 2026 Claims Conference contributor invitation identifying Bryan Falchuk.
https://www.linkedin.com/posts/property-and-liability-resource-bureau_plrb2026-claimsconference-futureofinsurance-activity-7414350253832777730-B59n(linkedin.com) - The Future of Insurance — AI & Claims panel at PLRB 2026, recorded 24 March 2026.
https://podcasts.apple.com/us/podcast/the-future-of-insurance-panel-on-ai-claims-at-plrb-2026/id1566053333?i=1000761270630&l=pt-BR(podcasts.apple.com) - OpenAI — Travelers customer case study, 2 June 2026; role identification and auto-intake context.
https://openai.com/index/travelers/?trk=test(openai.com) - Verisk — investor-day speaker biographies.
https://investorday.verisk.com/speakers(investorday.verisk.com) - Cotality — Garret Gray podcast and transcript, 27 May 2026.
https://www.cotality.com/insights/media/ai-connecting-insurance-industry(cotality.com) - C&R — roundtable description and contributor biographies, 26 January 2026.
https://www.candrmagazine.com/webinars/beyond-the-buzz-how-ai-really-works-in-claims-estimating-restoration-operations/(candrmagazine.com) - Cotality — Amy Gromowski podcast and transcript, 4 March 2026.
https://www.cotality.com/insights/media/whos-accountable-when-algorithms-define-the-housing-market(cotality.com) - California Code of Regulations — 10 CCR §2695.3, File and Record Documentation.
https://govt.westlaw.com/calregs/Document/IE6244E065C2F11EC9C68000D3A7C4BC3?contextData=%28sc.Default%29(govt.westlaw.com) - FinOps Foundation — Unit Economics capability.
https://www.finops.org/framework/capabilities/unit-economics/(finops.org) - Paul Davis — Full-Service Reviewer job description; role evidence, not a labour-market benchmark.
https://pauldaviscareers.careerplug.com/jobs/3329399/apps/new(pauldaviscareers.careerplug.com) - SeekNow — Estimate Writing Services for Insurance Carriers.
https://seeknow.com/solutions/insurance-carrier-solutions/estimate-writing/(seeknow.com) - Cotality — Property Claims Solutions.
https://www.cotality.com/solutions/property-claims-solutions(cotality.com) - California Department of Insurance — Residential Property Claims Guide.
https://www.insurance.ca.gov/01-consumers/105-type/95-guides/03-res/res-prop-claim.cfm(insurance.ca.gov) - Travelers — Additional Costs on a Property Claim; video transcript.
https://www.travelers.com/claims/guides/additional-costs-property-claim(travelers.com) - Verisk — XactAnalysis Estimate Reports documentation.
https://xactanalysis.helpdocs.io/l/enUS/article/dqzxcbkktk-estimate-reports(xactanalysis.helpdocs.io) - NIST — AI Risk Management Framework Core.
https://airc.nist.gov/airmf-resources/airmf/5-sec-core/(airc.nist.gov) - NIST — Generative Artificial Intelligence Profile, NIST AI 600-1.
https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf(nvlpubs.nist.gov) - Verisk — XactAnalysis developer documentation.
https://developerportal.verisk.com/solution/estimate/xactanalysis(developerportal.verisk.com) - Verisk — field-inspection integration workflow and entitlement qualifications.
https://developerportal.verisk.com/solution/estimate/xactanalysis/partners/usecases/field-inspection(developerportal.verisk.com) - Texas Legislature — Insurance Code Chapter 4101, including §4101.002.
https://tcss.legis.texas.gov/resources/IN/htm/IN.4101.htm(tcss.legis.texas.gov) - NAIC — Model Bulletin on the Use of Artificial Intelligence Systems by Insurers, adopted 4 December 2023.
https://content.naic.org/sites/default/files/inline-files/2023-12-4%20Model%20Bulletin_Adopted_0.pdf(content.naic.org) - NAIC — implementation map, status dated 1 April 2026.
https://content.naic.org/sites/default/files/cmte-h-big-data-artificial-intelligence-wg-map-ai-model-bulletin.pdf(content.naic.org) - New York DFS — Guidance on Managing Risks Related to Third-Party Service Providers, 21 October 2025.
https://www.dfs.ny.gov/industry-guidance/industry-letters/il20251021-guidance-managing-risks-third-party(dfs.ny.gov) - California Department of Insurance — claim-related documents notice, 25 August 2025.
https://www.insurance.ca.gov/0250-insurers/0300-insurers/0200-bulletins/bulletin-notices-commiss-opinion/upload/Notice-August-25-2025-Claims-Related-Documents-Notice-2.pdf(insurance.ca.gov) - Paul Davis — centralised Estimator job description, including catastrophe support.
https://pauldaviscareers.careerplug.com/jobs/3531493/apps/new(pauldaviscareers.careerplug.com)