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The reviewer needs to see the underlying support, the treatment applied, and the items held back rather than resolved.",[],{"_key":737,"_type":435,"children":738,"markDefs":743,"style":443},"681cb4814c08",[739],{"_key":740,"_type":439,"marks":741,"text":742},"6a19538c1a56",[],"That is a familiar skill in an unfamiliar format, and any preparer who has reviewed a staff accountant’s workpaper already has the instinct, which now needs redirecting toward a different kind of preparer.",[],{"_key":745,"_type":435,"children":746,"markDefs":760,"style":443},"a2b0bbe5f010",[747,751,755],{"_key":748,"_type":439,"marks":749,"text":750},"74f6e00124e2",[467],"Related post:",{"_key":752,"_type":439,"marks":753,"text":754},"5c7b62181f4c",[]," ",{"_key":756,"_type":439,"marks":757,"text":759},"bef8d07554cf",[758,467],"730f1f70-290d-4259-bb8a-3abc7cd146c0","Automated Reconciliation: Why RPA Falls Short at Scale and How APM Agents Finish the Job",[761],{"_key":758,"_type":488,"linkPageModule":9,"newTab":30,"page":9,"type":124,"url":762},"https:\u002F\u002Fnominal.so\u002Fblog\u002Fautomated-reconciliation",{"_key":764,"_type":435,"children":765,"markDefs":770,"style":625},"98f2c39fa297",[766],{"_key":767,"_type":439,"marks":768,"text":769},"199f11ab251e",[],"Writing Down How the Account Gets Closed",[],{"_key":772,"_type":435,"children":773,"markDefs":778,"style":443},"947069be4d44",[774],{"_key":775,"_type":439,"marks":776,"text":777},"2be140e9db4e",[],"The most useful artifact an accounting department can produce right now is a clear written procedure for each material account: what gets tied to what, which variances are acceptable, when an item escalates, and how the prior period affects the current one.",[],{"_key":780,"_type":435,"children":781,"markDefs":786,"style":443},"d4f087db44f3",[782],{"_key":783,"_type":439,"marks":784,"text":785},"606baa5b6ad0",[],"Teams that have never recorded this usually find the documentation is the harder half of the project. It also pays off immediately, independent of any software, because it is what makes review, handover, and audit possible at all.",[],{"_key":788,"_type":435,"children":789,"markDefs":794,"style":625},"7e2f6a2649e8",[790],{"_key":791,"_type":439,"marks":792,"text":793},"f6675c8f097b",[],"Plain Language Belongs in the Specification",[],{"_key":796,"_type":435,"children":797,"markDefs":802,"style":443},"996b5e27f981",[798],{"_key":799,"_type":439,"marks":800,"text":801},"7caa9f8546a7",[],"There is a version of the plain-language promise that holds up, because describing a close procedure in accounting terms is the right way to specify the work. That vocabulary is more precise than requirements-speak, and the people who know the answer already speak it fluently.",[],{"_key":804,"_type":435,"children":805,"markDefs":810,"style":443},"2ee2a68f437c",[806],{"_key":807,"_type":439,"marks":808,"text":809},"2a192b8a3db4",[],"What should not follow is the assumption that specifying and building are the same act. The stronger arrangement keeps those roles apart: the department describes the procedure in its own words, a finance engineer encodes it, and the accountants review, approve, and retain control over what runs.",[],{"_key":812,"_type":435,"children":813,"markDefs":823,"style":443},"be70ef1c7519",[814,819],{"_key":815,"_type":439,"marks":816,"text":818},"619cb4c31ba0",[817],"a86651fe-1800-47e3-99fd-7029d9e56ed4","Nominal",{"_key":820,"_type":439,"marks":821,"text":822},"d3cc486bd2f0",[]," is built around that division, with deployed finance engineers translating a customer’s written policy into agents that execute against the real close, and no agent goes live without a documented procedure behind it. That keeps the accounting team on technical accounting instead of software maintenance.",[824],{"_key":817,"_type":488,"linkPageModule":9,"newTab":30,"page":9,"type":124,"url":825},"https:\u002F\u002Fnominal.so\u002F",{"_key":827,"_type":435,"children":828,"markDefs":833,"style":514},"29c8c29d10f1",[829],{"_key":830,"_type":439,"marks":831,"text":832},"847c22bf5786",[],"Where This Leaves Your Team",[],{"_key":835,"_type":435,"children":836,"markDefs":841,"style":443},"6964544bf364",[837],{"_key":838,"_type":439,"marks":839,"text":840},"2a5ed2176777",[],"The ambition behind the upskilling push is sound, and accountants who understand these systems will run better departments than those who avoid them. Nobody should mistake this for an argument against learning.",[],{"_key":843,"_type":435,"children":844,"markDefs":849,"style":443},"0054802f48dd",[845],{"_key":846,"_type":439,"marks":847,"text":848},"c3ec33eb72a0",[],"The correction is a narrow one, because judgment, review, and written procedure are permanent professional assets, while configuration and maintenance are a job description that arrived by accident. AI skills for accountants are worth acquiring in the first category and worth refusing in the second.",[],{"_key":851,"_type":435,"children":852,"markDefs":857,"style":443},"8f48b389734e",[853],{"_key":854,"_type":439,"marks":855,"text":856},"b22171374486",[],"A department that draws that line keeps its most experienced people on technical accounting, closes the month with exceptions actually resolved, and hands an auditor a record somebody can still read a year later. That is a better use of a decade behind the books than owning a canvas.",[],{"_key":859,"_type":435,"children":860,"markDefs":874,"style":443},"52236ac6a9c7",[861,865,870],{"_key":862,"_type":439,"marks":863,"text":864},"6162da63b0c1",[],"See what encoded accounting policy looks like in production: ",{"_key":866,"_type":439,"marks":867,"text":869},"1cfd480e4c6e",[868],"5107b729-5e63-4516-a2bc-54a7a6f92657","book a demo",{"_key":871,"_type":439,"marks":872,"text":873},"d8363ea7873e",[],".",[875],{"_key":868,"_type":488,"linkPageModule":9,"newTab":30,"page":9,"type":124,"url":876},"https:\u002F\u002Fnominal.so\u002Fbook-a-demo?utm_medium=organic&utm_source=blog&utm_campaign=book-demo-blog",{"_key":878,"_type":879,"fullWidth":30,"htmlCode":880,"label":9,"markDefs":9},"75c2b7511953","htmlEmbed","\u003C!--HubSpot Call-to-Action Code -->\u003Cspan class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-79280e37-1b52-4ffd-aa40-0b18bad6ba71\">\u003Cspan class=\"hs-cta-node hs-cta-79280e37-1b52-4ffd-aa40-0b18bad6ba71\" id=\"hs-cta-79280e37-1b52-4ffd-aa40-0b18bad6ba71\">\u003C!--[if lte IE 8]>\u003Cdiv id=\"hs-cta-ie-element\">\u003C\u002Fdiv>\u003C![endif]-->\u003Ca href=\"https:\u002F\u002Fcta-redirect.hubspot.com\u002Fcta\u002Fredirect\u002F48589798\u002F79280e37-1b52-4ffd-aa40-0b18bad6ba71\" target=\"_blank\" rel=\"noopener\">\u003Cimg class=\"hs-cta-img\" id=\"hs-cta-img-79280e37-1b52-4ffd-aa40-0b18bad6ba71\" style=\"border-width:0px;\" src=\"https:\u002F\u002Fno-cache.hubspot.com\u002Fcta\u002Fdefault\u002F48589798\u002F79280e37-1b52-4ffd-aa40-0b18bad6ba71.png\"  alt=\"   See Nominal in action  Schedule a free, personalized demo to explore how we can help your team        Book now \"\u002F>\u003C\u002Fa>\u003C\u002Fspan>\u003Cscript charset=\"utf-8\" src=\"https:\u002F\u002Fjs.hscta.net\u002Fcta\u002Fcurrent.js\">\u003C\u002Fscript>\u003Cscript type=\"text\u002Fjavascript\"> hbspt.cta.load(48589798, '79280e37-1b52-4ffd-aa40-0b18bad6ba71', {\"useNewLoader\":\"true\",\"region\":\"na1\"}); \u003C\u002Fscript>\u003C\u002Fspan>\u003C!-- end HubSpot Call-to-Action Code -->",{"_key":882,"_type":435,"children":883,"markDefs":888,"style":443},"9b0ab9e4d451",[884],{"_key":885,"_type":439,"marks":886,"text":887},"56e0c6ccf820",[],"\n",[],[890,897],{"_id":891,"group":892,"slug":893,"title":896},"80f78bdc-0c71-45fe-9b99-17b498d577f6","blog-category",{"_type":894,"current":895},"slug","\u002Ftag\u002Fblog-category\u002Fai-agents","AI Agents",{"_id":898,"group":892,"slug":899,"title":901},"690de688-9c7b-4187-aef1-5e30615774cb",{"_type":894,"current":900},"\u002Ftag\u002Fblog-category\u002Ffinance-trends","Finance Trends",{"formRef":903},{"_id":904,"_type":905,"blockText":906,"formId":916,"portalId":917,"region":918,"title":919},"fdc00cc0-be77-491e-af82-bdc987d1a7f1","form",[907],{"_key":908,"_type":435,"children":909,"markDefs":914,"style":915},"9d245a21353e",[910],{"_key":911,"_type":439,"marks":912,"text":913},"4923ba469b5d",[],"Stay Ahead with the Latest from Nominal",[],"h6","f4d2ad93-c06b-477a-9d3d-3d94367f49df","48589798","na1","Blog - Aside",{"description":9,"image":9,"title":9},{"alt":9,"altText":922,"asset":923,"bgColor":925,"caption":9,"dimensions":926,"lqip":929,"originalFilename":930},"Two-way arrows transfer icon in a white square on a red blocky background",{"_ref":924,"_type":13},"image-d546a9a5461b1b94be0776bdc16679bf2f8ee7cd-800x552-png","#d45c5c",{"_type":16,"aspectRatio":927,"height":928,"width":450},1.4492753623188406,552,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAIAAACgpqunAAAACXBIWXMAAA7EAAAOxAGVKw4bAAACZElEQVR4nJXT20\u002FaYBgG8P6dliK1pV3VgZgRt2A4SDi0hQQQnIkoxS4Oplk2NQE12TKJTrdks7SA9QCtbUHYLDLcrpeaiJt3Jr+7N8938zwfwJlMj1IjCC0a7a2s\u002FMrnAc5kKpvN\u002FMiIgKL3EOShu5Nos2k0rWcyejZrhKsE0XC7lWDQEAopJKnQlELT\u002FyFJ4xQMXgQCss8neTySxwPwMHzqdF7OzuoMozNMl2WvN9Zv9ko3Xw4G+nul6431LsvqDNNOpc6mpgQE4WEYqLtckterhsMaTWsU1UokutvFvlRv1k\u002FU0+NuS\u002F39o\u002FNHkbvbxVY8rlGU7Pcfj49zEMSBIPAzndYikZPJySqOVzHseGKimc9p1UqxsMkuZwqFzcPDfaXGN9\u002FkRIejimEVDONhuGw2cxAEtJNJ2e+v4rjx2BDIY9jFcrayv5dIxHAMtdvGZpMxbn+3+Xb17MVz0fZUtNsHANFurxFE2WLhIOhoCBRwXMpmDnaKJBnCrIgVhedfps75o27pUyedbqeS7bm5AYCDIN5iEVC0guMVq1V0ONT869PvXz983Flbyy8szG9tFTpSvX\u002Fw+YplrxYXr5aWBoyqaqOjsterUZRGks14XN8u9uXG9WWzI9fPuW8yz+kVvr22Ks3MNFyuxvT0ACAgyJnT2b6rSmfZ3sb7\u002Fm1VvdJue\u002F2duvLqIr1w4nYLKMoPD\u002FMWywAgeTyyz6cEAsYGQiElHFYpUo3QSiQiBQOi85lAPOGtWBm2GPMEwX+nCugM04xGRYdDsFrv3S6RH0GMSkDwQeY+3MvlWrFYbWzssT+EM5n+ArXPDNcMdyJnAAAAAElFTkSuQmCC","The Transaction Patrol Agent: How Finance Teams Automate Error Detection - header",[932],{"_id":933,"_type":429,"author":934,"categories":963,"formRef":9,"globalSeo":966,"headerImage":967,"publishedDate":975,"searchTerms":976,"seo":979,"slug":986,"title":977},"d17d5f36-8acd-47c9-8924-01a0d8432ab8",{"_id":935,"authorBio":9,"blockText":936,"image":945,"isAuthor":59,"links":956,"name":960,"slug":961,"title":962},"PCI4OCibo2k6ZTKIay7Nxx",[937],{"_key":938,"_type":435,"children":939,"markDefs":944,"style":443},"f3f83a69-13ed-40ba-a509-57349b90819e",[940],{"_key":941,"_type":439,"marks":942,"text":943},"274b028f-93da-43e6-a4a3-79b37844aa60",[],"Ryan Baker is a business development professional helping modern finance teams ditch manual, time-consuming workflows through intelligent AI automation. At Nominal, he partners with finance leaders to tackle everything from account reconciliation to multi-entity management; driving faster closes, fewer errors, and more time for strategy.",[],{"alt":9,"altText":946,"asset":947,"bgColor":949,"caption":9,"dimensions":950,"lqip":954,"originalFilename":955},"Portrait of Ryan Baker in a light blue button-up shirt against a brown background",{"_ref":948,"_type":13},"image-14d0ead086ac65cb907b50ce49e9837b5ac4741c-4000x6000-jpg","#b8c2c8",{"_type":16,"aspectRatio":951,"height":952,"width":953},0.6666666666666666,6000,4000,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAeABQDASIAAhEBAxEB\u002F8QAGgAAAgIDAAAAAAAAAAAAAAAAAAcFBgIDBP\u002FEACUQAAEEAgEDBAMAAAAAAAAAAAEAAgMEBRESBgdBEyFRoRQxYf\u002FEABYBAQEBAAAAAAAAAAAAAAAAAAUBAv\u002FEAB4RAAEEAQUAAAAAAAAAAAAAAAABAgMRURITFCEx\u002F9oADAMBAAIRAxEAPwBY4vE5LPWn1sVpoYNvefC7buHyPT00UV+QTxSHXMHfE\u002FCtnab8B1mxWfI+K7N7s0dB2lPdfQRVcNI70w6V8utvH2EWr+6HGxIrdViyfrkhYuI2hQg8ei+39HBvFmV7rFoDXI+3H+hSGZwMWTL2228o\u002FwBNG\u002FtWdo0AR5GwtThyJPlJthZd0DOnkpUv0WU3bWi6Qlk0zWnx8IV9uTyRTloII18IW9mPBnkyZP\u002FZ","Ryan Baker - profile",[957],{"_key":958,"text":131,"url":959},"56a6447c-9042-47f2-97af-00cfb5dd421d","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fryan-j-baker\u002F","Ryan Baker","\u002Fauthor\u002Fryan-baker","Business Development Representative at Nominal",[964],{"_id":891,"group":892,"slug":965,"title":896},{"_type":894,"current":895},{"description":9,"image":9,"title":9},{"alt":9,"altText":968,"asset":969,"bgColor":971,"caption":9,"dimensions":972,"lqip":973,"originalFilename":974},"Black tilted-square and diamond icon on a cream card over a pink stepped background",{"_ref":970,"_type":13},"image-586e4a69419227ff1e859002ea1007fb514f70b5-800x552-png","#c1b0a9",{"_type":16,"aspectRatio":927,"height":928,"width":450},"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAIAAACgpqunAAAACXBIWXMAAA7EAAAOxAGVKw4bAAABx0lEQVR4nIXT4UsacRjA8f5PmVKocAOdVtP1ou7Ms2ubDUWoLCrvvM7TiVebN24ryyHbQkFKT8+zyLvMNC3tUtnbobK4LjP48IPnxRd+PPCM3QeDowQCEkHc4XjN5eKNxqxGIzc2qiTJ242Nq6WlMoJcwLAAQcLcnNwzMdl7JYKout282ZzT688slprH0\u002FT55IbFoVA7EmnT0Xs6WvejZxDIAkDBZKo4nQ2vV25I3Kao7q\u002FEXz7fKXLV1J\u002Fzr9Sp6xP3xlgwGIqTk3JD4g5Ndzm2JpbSqaOD2Pfkz1iJChcsloxandFo5JSxRBDS7k49naS\u002FUFbrWwSBfycOa4m48OF90WxWUMYtDGvgmHiwt7XuVb1S2e22ApvpcOxtkKyvrCg8jkOhJopWvatXzLdUPBbA0fgecyOWuifHrfBnxaqfbLsfl50fxdXlSnRXYOjKPnP9g6n4NoUFhwCCCk9iDBPm5\u002FMGAzc9xc+842es3PRU7jWQnZjIjo8r9GOSvMPxwU8aa2siBHEAwGq1rE6XG9Bqex7G\u002F3qxtL197fGINltpdlYAwQu7\u002FRJBLhcXX9SLW35\u002FGYZzOl1Grc7r9WWHo4miUv8kRvsHilJBIk4YXToAAAAASUVORK5CYII=","Intercompany Accounting: How AI Agents Solve It at Scale - header","2026-07-10",[977,978],"Why AI Agents in Accounting Must Be Deterministic","Deterministic AI Agents in Accounting Explained",{"createdAt":980,"description":981,"image":982,"noindex":30,"title":978,"updatedAt":985},"2026-07-10T19:26:15Z","Accounting demands AI agents that behave the same way every time. Learn why deterministic design is essential for audit-ready, SOX-compliant finance operations",{"alt":9,"altText":968,"asset":983,"bgColor":971,"caption":9,"dimensions":984,"lqip":973,"originalFilename":974},{"_ref":970,"_type":13},{"_type":16,"aspectRatio":927,"height":928,"width":450},"2026-07-28T07:59:03Z","\u002Fblog\u002Fdeterministic-ai-agents-accounting","2026-10-29",[989,990],"AI Skills for Accountants: What Your Team Should Learn, and What They Should Never Have To","AI Skills for Accountants: What to Learn, What to Skip",{"createdAt":992,"description":993,"image":994,"noindex":30,"title":990,"updatedAt":997},"2026-10-29T19:17:36Z","Most advice tells accountants which AI skills to learn. The better question is why building software became the accounting team’s job at all.",{"alt":9,"altText":922,"asset":995,"bgColor":925,"caption":9,"dimensions":996,"lqip":929,"originalFilename":930},{"_ref":924,"_type":13},{"_type":16,"aspectRatio":927,"height":928,"width":450},"2026-10-29T20:25:06Z","\u002Fblog\u002Fai-skills-accountants"]