--- title: Closing the Books Without the Spreadsheet Shuffle: My... description: A software engineering intern at Ramp describes three accounting automation projects built during a fall internship: an AI-powered amortization detection... canonical: https://daily.dev/posts/closing-the-books-without-the-spreadsheet-shuffle-my-fall-internship-at-ramp-qi5j5xr7i twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Closing the Books Without the Spreadsheet Shuffle: My Fall Internship at Ramp | daily.dev og:description: A software engineering intern at Ramp describes three accounting automation projects built during a fall internship: an AI-powered amortization detection... og:url: https://daily.dev/posts/closing-the-books-without-the-spreadsheet-shuffle-my-fall-internship-at-ramp-qi5j5xr7i og:image: https://api.daily.dev/og/posts/Qi5j5xr7I.png og:image:alt: Closing the Books Without the Spreadsheet Shuffle: My Fall Internship at Ramp og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Closing the Books Without the Spreadsheet Shuffle: My Fall Internship at Ramp **[Ramp Engineering](https://daily.dev/sources/ramp_eng)** · 6 min read · 0 upvotes · 0 comments ## Summary A software engineering intern at Ramp describes three accounting automation projects built during a fall internship: an AI-powered amortization detection system that analyzes receipt data to suggest prepaid expense schedules, a native amortization engine that creates and syncs journal entries directly within Ramp (bypassing spreadsheet workarounds for ERPs like QuickBooks), and an automated mapping rules system that mines historical transaction data nightly to suggest or auto-create ERP field mappings. The post emphasizes measuring credibility through detection rates, false positives, and override rates, and highlights the importance of understanding actual accountant workflows before choosing technology. ## Full article daily.dev links to this article rather than hosting it. 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Or, Is It?](https://daily.dev/posts/it-s-the-lessons-we-learned-along-the-way-or-is-it--dfifdurvb) · Towards Data Science · 2 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#fintech](https://daily.dev/tags/fintech) [View this post on daily.dev](https://daily.dev/posts/closing-the-books-without-the-spreadsheet-shuffle-my-fall-internship-at-ramp-qi5j5xr7i) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Closing the Books Without the Spreadsheet Shuffle: My Fall Internship at Ramp","url":"https://daily.dev/posts/closing-the-books-without-the-spreadsheet-shuffle-my-fall-internship-at-ramp-qi5j5xr7i","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/closing-the-books-without-the-spreadsheet-shuffle-my-fall-internship-at-ramp-qi5j5xr7i"},"datePublished":"2026-07-08T19:14:49.775Z","dateModified":"2026-07-08T19:15:52.276Z","description":"A software engineering intern at Ramp describes three accounting automation projects built during a fall internship: an AI-powered amortization detection...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0a35f01a520a823373531c4e05dac383?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0a35f01a520a823373531c4e05dac383?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Ramp Engineering","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Ramp Engineering","logo":"https://media.daily.dev/image/upload/s--4x5H_pLU--/f_auto/v1704280953/logos/ramp.jpg","url":"https://daily.dev/sources/ramp_eng"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/closing-the-books-without-the-spreadsheet-shuffle-my-fall-internship-at-ramp-qi5j5xr7i","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,fintech","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Ramp Engineering","item":"https://daily.dev/sources/ramp_eng"},{"@type":"ListItem","position":3,"name":"Closing the Books Without the Spreadsheet Shuffle: My Fall Internship at Ramp"}]} ```