--- title: Rethinking Loss Runs and Claims Intake description: Discover how AI transforms loss runs and claims intake, reducing manual work and enhancing efficiency for insurance carriers. image: https://blog.appulate.com/hubfs/fjd%20nov.png --- [Skip to content](https://blog.appulate.com/rethinking-loss-runs-and-claims-intake#main-content) [![Blog SVG](https://blog.appulate.com/hubfs/Blog%20SVG.svg "Blog SVG")](https://newblog.appulate.com/blog) [Book A Demo](https://info.appulate.com/schedule-a-demo) [All posts](https://blog.appulate.com/all) September 10, 2026 # Rethinking Loss Runs and Claims Intake By  [Johnny Yarbrough](https://blog.appulate.com/author/johnny-yarbrough)  ·  1 minute read Every carrier knows the pain of loss runs and claims documentation. They arrive late, they arrive messy, and they don’t arrive in a format that plays nice with your systems. A single submission might include:  - 30 pages of scanned loss runs with inconsistent tables - Handwritten FNOL forms faxed or emailed as PDFs - Supplemental claims notes buried in attachments  For underwriters and claims teams, this means hours of manual review and data entry — and every delay risks slowing down quotes, extending claims cycles, and frustrating both agents and policyholders.  It’s not just an operational nuisance — it’s a strategic blind spot. In an industry where speed and accuracy are everything, carriers can’t afford to have their best people bogged down by clerical work.  **Where AI Changes the Equation**  Advances in AI are finally making it possible to treat loss runs and FNOLs as *data*, not just documents. With tools like Appulate FORMS AI:  - **Loss runs are ingested and normalized** no matter the format. - **FNOLs and claims packets become structured data** that can flow directly into core systems. - **Errors and omissions are reduced**, giving decision-makers more confidence in the data they rely on. - **Turnaround times shrink**, from the submission desk to claims triage.  As carriers look toward 2025, the winners will be those who rethink document intake not as a back-office function, but as a **strategic advantage**. Loss runs and FNOLs are never going away — but the pain they cause can.  The question is no longer *“Can we process these faster?”* It’s *“What opportunities are we missing because we’re still processing them the old way?”*  If you’d like to see what AI-driven claims intake looks like in practice, [schedule a short demo. ](https://meetings.hubspot.com/jyarbrough3?utm_campaign=14924455-Johnny%20Newsletter%2025%27&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--b5cPPX3q6gJnOv94VZpnNY_6NJQw9YS5eAP46R1r9dnNI96EjYL3KFenMlX3CYZDgVpC_) **READ NEXT:** - **[Appulate Joins Guidewire’s PartnerConnect Program for Property & Casualty Insurance Software](https://blog.appulate.com/guidewire-press-release?utm_campaign=14924455-Johnny%20Newsletter%2025%27&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--b5cPPX3q6gJnOv94VZpnNY_6NJQw9YS5eAP46R1r9dnNI96EjYL3KFenMlX3CYZDgVpC_) ** - [20 Years of Innovation: An Appulate Retrospective](https://blog.appulate.com/20-years-of-innovation-an-appulate-retrospective?utm_campaign=14924455-Johnny%20Newsletter%2025%27&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--b5cPPX3q6gJnOv94VZpnNY_6NJQw9YS5eAP46R1r9dnNI96EjYL3KFenMlX3CYZDgVpC_) - [Appulate Partners with Project 55](https://blog.appulate.com/appulate-partners-with-project-55?utm_campaign=14924455-Johnny%20Newsletter%2025%27&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--b5cPPX3q6gJnOv94VZpnNY_6NJQw9YS5eAP46R1r9dnNI96EjYL3KFenMlX3CYZDgVpC_) Share [facebook-f icon](http://www.facebook.com/share.php?u=https://blog.appulate.com/rethinking-loss-runs-and-claims-intake) [Share this page on LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.appulate.com/rethinking-loss-runs-and-claims-intake) [Share this page on Twitter](https://twitter.com/intent/tweet?url=https://blog.appulate.com/rethinking-loss-runs-and-claims-intake) [Share this page on Pinterest](http://pinterest.com/pin/create/link/?url=https://blog.appulate.com/rethinking-loss-runs-and-claims-intake) [Share this page on Email](mailto:?body=https://blog.appulate.com/rethinking-loss-runs-and-claims-intake) ## Related posts [![Appulate Enhances Its Rate/Quote Technology with ISO Electronic Rating Content](https://blog.appulate.com/hubfs/raw_assets/public/blog-post-appulate/images/img-blog-card-default.png)](https://blog.appulate.com/appulate-enhances-its-ratequote-technology-with-iso-electronic-rating-content) [Press Releases](https://blog.appulate.com/tag/press-releases) ### [Appulate Enhances Its Rate/Quote Technology with ISO Electronic Rating Content](https://blog.appulate.com/appulate-enhances-its-ratequote-technology-with-iso-electronic-rating-content) [![Work Comp Comparative Rater Update!](https://blog.appulate.com/hubfs/raw_assets/public/blog-post-appulate/images/img-blog-card-default.png)](https://blog.appulate.com/work-comp-comparative-rater-update) ### [Work Comp Comparative Rater Update!](https://blog.appulate.com/work-comp-comparative-rater-update) [![Work Comp Rater Enhancement](https://blog.appulate.com/hubfs/raw_assets/public/blog-post-appulate/images/img-blog-card-default.png)](https://blog.appulate.com/work-comp) ### [Work Comp Rater Enhancement](https://blog.appulate.com/work-comp) [![Appulate Logo](https://blog.appulate.com/hubfs/Blog%20SVG-1.svg "Appulate Logo")](http://appulate.com) [facebook-f icon](https://www.facebook.com/Appulate) [Follow us on LinkedIn](https://www.linkedin.com/company/appulate-inc/) [Follow us on 𝕏](https://twitter.com/Appulate/) [Follow us on YouTube](https://www.youtube.com/@Appulate) **About** [Home](https://appulate.com/?browse) [Appulate 101](https://info.appulate.com/tutorial) [Contact](https://info.appulate.com/schedule-a-demo) **Resources** [Market Directory](https://appulate.com/market-directory) [Help Center](https://help.appulate.com/en/knowledge) [Sign In](https://appulate.com/signin) © 2005-2026 APPULATE INC. ```json { "@context" : "http://schema.org", "@type" : "Article", "author" : { "@type" : "Person", "name" : [ "Johnny Yarbrough" ], "url" : "https://blog.appulate.com/author/johnny-yarbrough" }, "datePublished" : "2025-11-25T21:50:57+0000", "description" : "Discover how AI transforms loss runs and claims intake, reducing manual work and enhancing efficiency for insurance carriers.", "headline" : "Rethinking Loss Runs and Claims Intake", "image" : "https://8526506.fs1.hubspotusercontent-na1.net/hubfs/8526506/fjd%20nov.png", "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://8526506.fs1.hubspotusercontent-na1.net/hubfs/8526506/Blog%20SVG-1.svg" }, "name" : "Appulate Inc." }, "url" : "https://blog.appulate.com/rethinking-loss-runs-and-claims-intake" } ```