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An ",{"_type":428,"marks":571,"text":573},[572],"449c790b-919e-4a95-9e82-ccbecb8d9c90","inventory clearing reconciliation",{"_type":428,"marks":575,"text":576},[]," alone might require hundreds of individual adjustments, all following identical logic.",[578],{"_key":572,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":579},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Finventory-reconciliation",{"_key":581,"_type":424,"children":582,"markDefs":586},"99c9bea26e85",[583],{"_type":428,"marks":584,"text":585},[],"Manual execution introduces errors because copying amounts, reversing signs, and mapping accounts under deadline pressure lead to mistakes.",[],{"_key":588,"_type":424,"children":589,"markDefs":593},"e6eeb5070d6f",[590],{"_type":428,"marks":591,"text":592},[],"Documentation becomes inconsistent when different team members record resolutions in different formats, creating gaps that auditors will question.",[],{"_key":595,"_type":424,"children":596,"markDefs":600},"f372d9683262",[597],{"_type":428,"marks":598,"text":599},[],"Time pressure at month-end means all of this work concentrates exactly when teams face maximum constraints and minimum margin for error.",[],{"_key":602,"_type":424,"children":603,"markDefs":607,"style":432},"237d7b31eb55",[604],{"_type":428,"marks":605,"text":606},[],"The resolution gap is not a minor inefficiency. It is a structural bottleneck that delays close cycles, increases audit risk, and keeps senior accountants trapped in mechanical work instead of strategic analysis.",[],{"_key":609,"_type":424,"children":610,"markDefs":618,"style":432},"98b1b7483748",[611,614],{"_type":428,"marks":612,"text":613},[],"You might also like: ",{"_type":428,"marks":615,"text":617},[616],"fdda6baa-0043-4c8f-bdb9-80ed5555fb29","AI in Audit: Automating Reconciliations and Financial Reporting",[619],{"_key":616,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":620},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fai-in-audit",{"_key":622,"_type":424,"children":623,"markDefs":627,"style":628},"5e021a13d746",[624],{"_type":428,"marks":625,"text":626},[],"What It Looks Like Without Automation",[],"h4",{"_key":630,"_type":424,"children":631,"markDefs":635,"style":432},"cd4989ad3c74",[632],{"_type":428,"marks":633,"text":634},[],"Without automation, a controller manually resolves a discrepant intercompany match, like reversing Side A and posting to an FX variance account, by performing multiple steps in the ERP, taking 10 to 15 minutes per resolution.",[],{"_key":637,"_type":424,"children":638,"markDefs":642,"style":432},"1fba8f880e07",[639],{"_type":428,"marks":640,"text":641},[],"Resolving 40 discrepancies requires 6 to 10 hours of repetitive work.",[],{"_key":644,"_type":424,"children":645,"markDefs":649,"style":432},"ffd33cb2d55b",[646],{"_type":428,"marks":647,"text":648},[],"With a Resolution Agent, the controller determines the resolution in Nominal's interface, selects the pre-configured agent (e.g., \"Reverse Side A with FX Variance\"), reviews the draft entry, and approves it. This takes 2 to 3 minutes per resolution.",[],{"_key":651,"_type":424,"children":652,"markDefs":656,"style":432},"2b5b87224cf9",[653],{"_type":428,"marks":654,"text":655},[],"The same 40 discrepancies now take only 1 to 2 hours, achieving an 80% reduction in resolution time with perfect accuracy and a complete audit trail.",[],{"_key":658,"_type":659,"data":660,"image":670,"markDefs":6,"type":671},"acb67c36373e","media",{"altText":6,"asset":661,"bgColor":663,"caption":6,"dimensions":664,"lqip":668,"originalFilename":669},{"_ref":662,"_type":40},"image-14472142deb987e56365a70a6f8a3f709762ee7e-1100x764-png","#fcfcf4",{"_type":43,"aspectRatio":665,"height":666,"width":667},1.4397905759162304,764,1100,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAIAAACgpqunAAAACXBIWXMAAA7EAAAOxAGVKw4bAAACZUlEQVR4nI2RW08TQRzF+8EJtQjBDyBGoSpaQnzAF+ObhgpeHqpgaKTQdtvtZa+zO\u002Ffbzt5qpmD00eRkMv\u002FJ\u002FHLOnGmojBOGEIGYWiGcIpwShihDhCEhaVHqemXqlamqTGmKcIwIEIoUlW5wSRMIojgCaQySOIzCqTvp\u002Feh1z7qn3dMv3z5f\u002FPx+1b\u002Fo9y\u002F7\u002Fcte7+tp98Ons4+DwRUXuJHlkktirQSmHGOGrm9+tV8cbDY3NpsbrVbzQWuztdXc3m492t3Z3X24tdXc2dk6OXkTRV7DlBKLNMYBoGHCooRGQ3fw7v3b\u002FfaT\u002Ffbefnvv2cHjg+dPXx62X3cOj45edTqHx8ed8\u002FMuQnEjy3mIvEkwcmNnDqbzZLoA00XguIuh4w4c93q2GC79qR\u002FO\u002FWDh+TPPnwXhEmFgCnkHL8f+7di\u002FnUQjFzg+WlCVKkOFRlxDbYjOmTJEaMRkyiWUGc4KXtS6oXMewMXIuxl5N5PwDp4TmUiNuYRMpTLDyhCZYa5SIgAVQGiY5bSo1T089m+dcOjGzgxMPDiDNEA0TLGfEh+xaO1PZUa4QkJjZagpRVnr+9hOMJxG4xmYzMDEh3PIQsxiRCNEI8xipuBdZioSKhKuoM5p+cd5+a+zD+eIxzazTJmEXEKuLIlZBEkASUB4rDJcVGs4RN7Ys4XZwpOpj6wzEQDzmPCYCMAVlBozCTEDhAOhkSm4jW3\u002FmScBXAZwGZMgYSEUMVOprVpBvg6sDMlLYQqhDdOG5esHV6usUdbalDLLuVVhb5hS5pUsKrVe7aaoVVnrv1pZ0sLVKrNDnVmtj\u002F5fvwFZKPNREsvLdwAAAABJRU5ErkJggg==","698bbcf9feb587844ed8a85c_Manual%20vs%20Resolution%20Agents.png",{"_type":671,"asset":672},"image",{"_ref":662,"_type":40},{"_key":674,"_type":424,"children":675,"markDefs":679,"style":432},"142eb731eaac",[676],{"_type":428,"marks":677,"text":678},[],"Why APM Outperforms Traditional Automation",[],{"_key":681,"_type":424,"children":682,"markDefs":693,"style":432},"ce290bfe4f1a",[683,686,690],{"_type":428,"marks":684,"text":685},[],"This complete loop is what separates ",{"_type":428,"marks":687,"text":689},[688],"79c4be3d-f16b-4cfa-9f98-596af18c6dfe","APM from legacy tools",{"_type":428,"marks":691,"text":692},[],". Previous approaches made processes slightly faster but failed to change how the work actually gets done.",[694],{"_key":688,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":695},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Ffinance-automation-stack",{"_key":697,"_type":424,"children":698,"markDefs":702},"fd14be530dfb",[699],{"_type":428,"marks":700,"text":701},[],"RPA (Robotic Process Automation) often breaks when data formats shift or UIs change.",[],{"_key":704,"_type":424,"children":705,"markDefs":709},"b218959e6e2f",[706],{"_type":428,"marks":707,"text":708},[],"AI Assistants can suggest answers, but typically cannot execute entries in the GL.",[],{"_key":711,"_type":424,"children":712,"markDefs":716},"b964fbed38c8",[713],{"_type":428,"marks":714,"text":715},[],"Workflow Tools simply rearrange the steps without eliminating the manual accounting work.",[],{"_key":718,"_type":424,"children":719,"markDefs":723,"style":494},"9f92ee6a6398",[720],{"_type":428,"marks":721,"text":722},[],"How Nominal's Resolution Agents Work",[],{"_key":725,"_type":659,"data":726,"image":734,"markDefs":6,"type":671},"c7ba4248b442",{"altText":6,"asset":727,"bgColor":729,"caption":6,"dimensions":730,"lqip":732,"originalFilename":733},{"_ref":728,"_type":40},"image-3de4619e12befa637ff09858aba3d0354ea9665e-1350x1350-png","#5a9a86",{"_type":43,"aspectRatio":44,"height":731,"width":731},1350,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAYAAACNiR0NAAAACXBIWXMAAAsTAAALEwEAmpwYAAAE2UlEQVR4nFWU2VdTVxSH8zcIMgj6IIMKYVTaZQW7WmVIsFX0oWKfKiWiSGu1RRfWITIkkDBYKoVQGhC7HBAQQWa1CkJEJqGCAoGESDTM2Nqlffm67lXQPvzWOmeftb+97z1n\u002FyTL7e1Zkt27tb2dHQ7Ll+Ps5IjLihWinBwdl87+l2f\u002FTpLFhZAsJCwmC1rl6sraNZ4EBgawPjCAtWvWsNLVVTxzdXFhhbMzjg4OYu4S8P3NqpUr8Vq3Fm9vL6TeXvj6+BAYEMAHQUFs3PghQRs24COV4uW1Dqm3N56eHiJ8sWOBJRE2Tg4OYkUPd3f8\u002Ff3Ejvz9fEUF+PsT4O9H0Ib1ItjPzxep1FuM+fpIcVu9GhcXF7FTgSURAMEfhxAmDydCFo5MFoFcHkFYWChhsnDkn0Uil8vYFilj2zY5YeGhhL6Ny+QRhAv70K1s2vSR2IxEmXya45oUDp1JQnEwjtjYvcTHx\u002FH9sR9IVJ0m4dQxFAcUKBQxJHwTz9Efj5KYriThRCKx+2NRKL7m20MJJCUdRak8iUSblUFOiY7s8zrUWRmoVClotRn89Esuub8XkV1SgFqbjlqdSna2ltyCn8m9qCdLn49Ko3oTz8kkJycTrVaNZMuWT0jTqLlraKWrt5Pu7g46Ogxcu15JWVU5bZ0Gunu76O55gMFwj6sVZZRXV9DW2U5XTye9D7toa2slPV3F1i2fIhF+qlJ5ioHBfp49tzA5ZWViYpxbt5uora1mxPgY25SVqZlnjFvGqG+8QV19NUMjgzyzWZidm8RkMqJWp+Hh7obEzW01yclKngwNMDNrY35hhuc2K3\u002FcuUldfQ2jY0PMzE3y4q9ZJqwWGpvqqG+4IRYSgDOzNsZMRrFDEejh4U5aWooYfPnPC169esn09CR3W27T3FwvQl69\u002FpvX\u002F77EZrPS3NzArVtNTFjNzC1MiYVM5lHUahWeHh5IQkKCydCo6f+zh\u002FGnYwxbjLT3PKD4vJ7CwgJaWu9gNA0zajVxr9PAr0U69Poi2tpaxK8ymUfo6+9Bo01n8+YQJDu2f86Jk0lcunSByppyimvKSCvMJf7QQfbtiyX5jJKSi6WUNlwjteAscQfjOLA\u002FjtTUZPT6X6movMKlyxc4eeo4UTu2IxFGSXjIitgYjiQeJiP\u002FLLrLJeTp8sjLyxW71P1WSGFZKYVXSjmXf06M63T5ZGSoOXzkO2IVMURGyvDxkb4xB2GG3d3dxNeu1qjp7O3g8dAjhoYH6e9\u002FyPWaKqpuVNE38JBh42OMo0P09fWi1WoIDg4WcwXGktsIQ223bBneXl6kpSXT\u002F6gXs2WUpxMmxkwj4s0KN24cfYJtckK8WfO4iawsrTjXQu6iyYjmsAT09kKlSmVgsI8J6zi2SSsWi4nmmw1vgUNMz9qYm59h3GImKysTn\u002FeAojkIniZYkLOTkzjcGk06IyNPmJmdZG5+GovFTGNTAw0NtZjNY8wvzLLwYo4x0yiZmVrRdZzemrDAkuzZs5sv90QTHb2bmJi9IrCysozauuvU1lVzraocfXERxcVFVFVVUFtXI6qi8ioajZqYmK+Ijv4CgSNIYrjfSvv9Fgz379HYWE9K6hl27YpCLliULJyoqO0kJBwgISGeqKgdyGURosXt3BlFcoqShsY62pcYrfwHJS3Nilze1AsAAAAASUVORK5CYII=","69b1800da275ea3b488b19f1_resolution-agent-work.png",{"_type":671,"asset":735},{"_ref":728,"_type":40},{"_key":737,"_type":424,"children":738,"markDefs":749,"style":432},"f5fe57f39858",[739,742,746],{"_type":428,"marks":740,"text":741},[],"Agentic Performance Management introduces",{"_type":428,"marks":743,"text":745},[744],"9501f17a-52c2-4f6d-973d-7e41a0ac88c5"," autonomous execution",{"_type":428,"marks":747,"text":748},[]," into finance. Instead of tools that assist accountants or automate singular tasks, APM utilizes programs that complete entire business processes from start to finish. Resolution Agents exemplify this by managing the corrective entry procedure entirely within Nominal's platform.",[750],{"_key":744,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":751},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fautonomous-execution-vs-ai-assistance",{"_key":753,"_type":424,"children":754,"markDefs":765,"style":432},"32228b062e41",[755,758,762],{"_type":428,"marks":756,"text":757},[],"This is possible because of ",{"_type":428,"marks":759,"text":761},[760],"891a9540-3843-458c-9af4-1aaafa8b2de9","Nominal's three-pillar architecture",{"_type":428,"marks":763,"text":764},[],": a native General Ledger for transaction-level data access, comprehensive Task Management for human oversight, and embedded AI Agents for automated execution.",[766],{"_key":760,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":767},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fcomponents-autonomous-finance",{"_key":769,"_type":424,"children":770,"markDefs":774,"style":432},"bd37b185fc2e",[771],{"_type":428,"marks":772,"text":773},[],"Together, these components give the resolution solution the full accounting context they need to generate accurate, structured outputs.",[],{"_key":776,"_type":424,"children":777,"markDefs":781,"style":432},"0ddc90c7f950",[778],{"_type":428,"marks":779,"text":780},[],"The workflow follows five clear steps, each designed to keep accounting judgment with the finance team while removing mechanical execution.",[],{"_key":783,"_type":659,"data":784,"image":794,"markDefs":6,"type":671},"0618145c1e55",{"altText":6,"asset":785,"bgColor":787,"caption":6,"dimensions":788,"lqip":792,"originalFilename":793},{"_ref":786,"_type":40},"image-c0515d06da0f65ba229938d095d0492b90708424-1740x1554-png","#2cb584",{"_type":43,"aspectRatio":789,"height":790,"width":791},1.1196911196911197,1554,1740,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAASCAYAAABb0P4QAAAACXBIWXMAABYlAAAWJQFJUiTwAAACGUlEQVR4nLWTS44bMQxE+\u002F43ywWyDBBg8pnYbqkl8SvJFVBtTwZBdoMsHkQS7BJdoreUKlJqSLki54bjINQmYDGI+DsMzFF71g1CgrxnfH59wafXr\u002Fhyu2Hb94I9nWL5aKiVoeroY\u002F6hT5h1qHV4Hytf+ICq4cYNP6lib4wtH4SjMEoVlEpoJOvjPu5vuE8QG0pVEHeYTZiPVe\u002FPnjEhOrC1JmhkOJriqAJihZovUff+Nk383JzjcoXoOW30jHnH\u002FQ7MeYf5DEFFaYZUDAfZ2egDZgMaPKbwHhP4miLi50Vj3jHnKRj1rTRBflBYQWpg72jWkbljp4gHbEz4POkPnrk\u002F8xDMLEjMyPJAGYcpjjCbFJcm2FlQ1EDeIWNAFxF30HDUritegokEOzEONjQ1NPM1IftAU0cRQ4kHIQfJgPiE9hPpE80dhwoofA8Pfx2EIBUFxX6ZQ73Denh1+hWnxqvG+qz8fOWoSVxu8V14P7F9uxF+3AivOy8fqzKKEJoJZBh0+mLF4zwD7ormima2pgvhJfhyZXy7Cr5fGJeDkYixU1t+FldUt39STJHl9DdziMYqDWzXbLhkxzU7UnUcdFLYUaWjSng5QfYOnateuCPV4OyJFdtqrIVE0x38N3aeYoD4O+zJHSTBGavFYvM4E8eHsB4a\u002F0ewPwQ\u002FxhKMR4n\u002FMUkH6\u002FgQYgPEju1ybdgTY8\u002FyIdIh2BPhN8uTe2uMZuO6AAAAAElFTkSuQmCC","698bbd31c32d3fb8bdab0524_resolution-agent.png",{"_type":671,"asset":795},{"_ref":786,"_type":40},{"_key":797,"_type":424,"children":798,"markDefs":802,"style":628},"f9594c102285",[799],{"_type":428,"marks":800,"text":801},[],"Step 1: Issue Detected",[],{"_key":804,"_type":424,"children":805,"markDefs":816,"style":432},"25d8143d52bf",[806,809,813],{"_type":428,"marks":807,"text":808},[],"A Matching or Transaction Patrol Agent identifies a discrepancy, whether that is an unmatched ",{"_type":428,"marks":810,"text":812},[811],"0706d212-016e-414e-9e46-8ae2fcf826e0","intercompany transaction",{"_type":428,"marks":814,"text":815},[],", a misclassification, or a balance that does not tie out, and flags it for the finance team.",[817],{"_key":811,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":818},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fintercompany-transactions",{"_key":820,"_type":424,"children":821,"markDefs":825,"style":628},"546f25b04b3d",[822],{"_type":428,"marks":823,"text":824},[],"Step 2: User Investigation",[],{"_key":827,"_type":424,"children":828,"markDefs":832,"style":432},"f405336818c9",[829],{"_type":428,"marks":830,"text":831},[],"The team opens a task to investigate the root cause. They collaborate, analyze the underlying transactions, and determine the appropriate resolution approach. This is where human judgment drives the process.",[],{"_key":834,"_type":424,"children":835,"markDefs":839,"style":628},"0506bd03b70e",[836],{"_type":428,"marks":837,"text":838},[],"Step 3: Resolution Agent Selected",[],{"_key":841,"_type":424,"children":842,"markDefs":853,"style":432},"8e21dcf28d96",[843,846,850],{"_type":428,"marks":844,"text":845},[],"Teams can configure multiple agents for different resolution patterns. A company might have separate systems for inventory variance posting, FX reconciliation adjustments, timing difference clearance, and ",{"_type":428,"marks":847,"text":849},[848],"47dcaf9a-d102-487f-b110-14d2374c0c41","intercompany elimination",{"_type":428,"marks":851,"text":852},[]," corrections. 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If a generated entry has debits that do not equal credits or violates accounting structure requirements, the critic blocks it. This ensures that every draft entry surfaced for review meets accounting integrity standards before a human ever sees it.",[],{"_key":972,"_type":424,"children":973,"markDefs":977,"style":494},"35191f10c135",[974],{"_type":428,"marks":975,"text":976},[],"Why This Matters for Finance Teams",[],{"_key":979,"_type":424,"children":980,"markDefs":984,"style":432},"99f7653522c5",[981],{"_type":428,"marks":982,"text":983},[],"The impact of Resolution Agents extends well beyond time savings, though the time savings alone are significant. 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When corrections that took 6 to 10 hours now take 1 to 2 hours, close timelines compress meaningfully.",[1006],{"_key":1000,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":1007},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fmonth-end-close-automation",{"_key":1009,"_type":424,"children":1010,"markDefs":1014,"style":628},"d7890cd7768a",[1011],{"_type":428,"marks":1012,"text":1013},[],"Improved accuracy",[],{"_key":1016,"_type":424,"children":1017,"markDefs":1021,"style":432},"553551eb1102",[1018],{"_type":428,"marks":1019,"text":1020},[],"Resolution logic applies identically across all similar discrepancies. There are no transcription errors, no variations between team members, and no fatigue-driven mistakes during high-pressure close periods.",[],{"_key":1023,"_type":424,"children":1024,"markDefs":1028,"style":628},"12b747b86b1b",[1025],{"_type":428,"marks":1026,"text":1027},[],"Stronger audit posture",[],{"_key":1030,"_type":424,"children":1031,"markDefs":1035,"style":432},"3c865b258206",[1032],{"_type":428,"marks":1033,"text":1034},[],"Every resolution carries a complete audit trail: what issue was detected, how it was investigated, which take-out was invoked, what entry was generated, and who approved it. Auditors get transparent documentation without the team spending extra time creating it.",[],{"_key":1037,"_type":424,"children":1038,"markDefs":1042,"style":628},"52bc314b0f62",[1039],{"_type":428,"marks":1040,"text":1041},[],"Institutional knowledge capture",[],{"_key":1044,"_type":424,"children":1045,"markDefs":1049,"style":432},"f86142c478e8",[1046],{"_type":428,"marks":1047,"text":1048},[],"Resolution patterns encoded in processes do not disappear when team members leave or processes change. New staff can review process configurations to understand exactly how the team resolves different types of discrepancies.",[],{"_key":1051,"_type":424,"children":1052,"markDefs":1056,"style":628},"3137cc501fb1",[1053],{"_type":428,"marks":1054,"text":1055},[],"Scalability without added headcount",[],{"_key":1058,"_type":424,"children":1059,"markDefs":1063,"style":432},"b2f2f90fa6a3",[1060],{"_type":428,"marks":1061,"text":1062},[],"The same agent logic that handles 10 monthly corrections handles 100 or 1,000 without additional configuration. As organizations grow in complexity, resolution capacity scales with them. This is the APM advantage: finance operations that expand without proportional staffing increases.",[],{"_key":1065,"_type":424,"children":1066,"markDefs":1074,"style":432},"f2031b799269",[1067,1070],{"_type":428,"marks":1068,"text":1069},[],"Recommended read: ",{"_type":428,"marks":1071,"text":1073},[1072],"79bc7ed8-e8a8-43bd-8c03-4a03887aa677","How to Scale Finance Operations Without Adding Headcount: Data-Driven Insights from 50 Million Transactions",[1075],{"_key":1072,"_type":485,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":1076},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fscaling-finance-operations",{"_key":1078,"_type":424,"children":1079,"markDefs":1083,"style":432},"b9fcd2c35248",[1080],{"_type":428,"marks":1081,"text":1082},[],"The reconciliation resolution gap has been one of the most persistent and costly blockers in finance. While detection tools surfaced issues faster, resolution remained manual and error-prone. 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He previously worked in customer success and consulting roles at Chassi, Airbase, and Netgain, and began his career in assurance at EY. 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