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At Nominal, she works with finance leaders to explore how AI can streamline and modernize accounting operations. This includes eliminating manual work in areas like consolidations, intercompany eliminations, and reporting. 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Finance and legal teams are shifting from reactive, manual entity management to strategic, automated workflows. This approach reduces compliance risk, accelerates close cycles, and enables cross-functional collaboration without adding headcount.",[],{"_key":455,"_type":424,"children":456,"markDefs":467,"style":432},"bd8616f99a0a",[457,460,464],{"_type":428,"marks":458,"text":459},[],"Entity complexity has a hidden price tag. Compliance gaps surface during audits. ",{"_type":428,"marks":461,"text":463},[462],"a6f9118c-6b6b-452a-a3f2-c8dbf604c1f4","Month-end close",{"_type":428,"marks":465,"text":466},[]," stretches into overtime. External legal fees rack up at $1,000 per hour for routine entity maintenance. For mid-market and enterprise finance teams managing multiple entities, these pain points compound as the business grows.",[468],{"_key":462,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":470},"link","https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fmonth-end-close",{"_key":472,"_type":424,"children":473,"markDefs":477,"style":432},"17406a91cf20",[474],{"_type":428,"marks":475,"text":476},[],"Recently, Nominal and Athennian brought together finance and legal leaders for a roundtable discussion on this exact challenge. CFO Matt Castonguay from Team Car Care (Jiffy Lube) and Megan Britt, Sales Engineer at Athennian, shared how their organizations moved from reactive entity upkeep to strategic, automated workflows. You can watch the full conversation on demand to hear their complete insights.",[],{"_key":479,"_type":424,"children":480,"markDefs":491,"style":432},"2f2408bfdfb5",[481,484,488],{"_type":428,"marks":482,"text":483},[],"The central message was clear: entity management strategies must evolve from scattered, manual processes to centralized, automated systems. This shift is not just about efficiency. It unlocks strategic capacity, reduces risk, and positions organizations for faster growth ",{"_type":428,"marks":485,"text":487},[486],"8f310d70-53ec-4aeb-8653-bf4ed86df4e1","without scaling headcoun",{"_type":428,"marks":489,"text":490},[],"t proportionally.",[492],{"_key":486,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":493},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fscaling-finance-operations",{"_key":495,"_type":424,"children":496,"markDefs":500,"style":432},"dfa255db525e",[497],{"_type":428,"marks":498,"text":499},[],"This article explores how finance and legal teams are making that transition and what it takes to move from complexity to clarity.",[],{"_key":502,"_type":424,"children":503,"markDefs":507,"style":508},"52ed12ae3e72",[504],{"_type":428,"marks":505,"text":506},[],"Why Entity Management Becomes a Bottleneck as You Scale",[],"h3",{"_key":510,"_type":424,"children":511,"markDefs":522,"style":432},"d94177edbe4a",[512,515,519],{"_type":428,"marks":513,"text":514},[],"As organizations grow, entity structures multiply faster than the systems designed to manage them. What worked with five entities breaks down at fifty. The warning signs are consistent: finance teams drowning in ",{"_type":428,"marks":516,"text":518},[517],"bee9227a-babf-420e-be29-bf5ac571c86a","reconciliations",{"_type":428,"marks":520,"text":521},[],", legal scrambling during diligence, and leadership lacking visibility into multi-entity performance. Understanding where these bottlenecks emerge helps organizations address them before they become crisis points.",[523],{"_key":517,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":524},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fautomated-reconciliation",{"_key":526,"_type":424,"children":527,"markDefs":531,"style":532},"98d1a5a50970",[528],{"_type":428,"marks":529,"text":530},[],"The Tipping Point: When Manual Processes Break Down",[],"h4",{"_key":534,"_type":424,"children":535,"markDefs":539,"style":432},"0af0e1689c2f",[536],{"_type":428,"marks":537,"text":538},[],"Most finance teams hit a wall when legacy systems can no longer support their growth. For Team Car Care, that moment came after years of managing nearly 500 locations on a 20-year-old financial system. Critical work happened outside the platform entirely, eliminating any opportunity for automation.",[],{"_key":541,"_type":424,"children":542,"markDefs":546,"style":432},"e0267d12173c",[543],{"_type":428,"marks":544,"text":545},[],"The pressure intensified when private equity involvement required a complete restructuring of the back office. The existing entity setup could not support the deal structure. Manual processes that barely worked at smaller scale became impossible to sustain.",[],{"_key":548,"_type":424,"children":549,"markDefs":553,"style":432},"ad48b47a2560",[550],{"_type":428,"marks":551,"text":552},[],"This pattern repeats across growing organizations. High transaction volumes create reconciliation nightmares. Multi-entity structures require constant attention. When M&A activity accelerates, scattered entity data becomes a dealbreaker during diligence.",[],{"_key":555,"_type":424,"children":556,"markDefs":560,"style":532},"9e9414b4d927",[557],{"_type":428,"marks":558,"text":559},[],"The Real Cost of Reactive Entity Management",[],{"_key":562,"_type":424,"children":563,"markDefs":567,"style":432},"d9d0c6367e56",[564],{"_type":428,"marks":565,"text":566},[],"The financial impact of poor entity management strategies extends beyond internal inefficiency. Failed audits force expensive remediation. Compliance gaps discovered during diligence can derail deals or reduce valuations. One organization recently spent $250,000 obtaining updated structure charts after a restructuring, simply because they needed multiple versions for tax reporting and KYC requirements from external law firms.",[],{"_key":569,"_type":424,"children":570,"markDefs":574,"style":432},"1f2302797e39",[571],{"_type":428,"marks":572,"text":573},[],"External legal fees compound quickly. Every misfiling, every missing document, every request for entity information runs through counsel at premium hourly rates. Meanwhile, internal teams operate in survival mode. Month-end close dominates the calendar. Strategic work gets pushed aside. The people you hired to analyze performance spend their time chasing paperwork instead.",[],{"_key":576,"_type":424,"children":577,"markDefs":581,"style":508},"2db0a175c449",[578],{"_type":428,"marks":579,"text":580},[],"The Strategic Shift: From Upkeep to Automation",[],{"_key":583,"_type":424,"children":584,"markDefs":588,"style":432},"ca4b69e0816d",[585],{"_type":428,"marks":586,"text":587},[],"The transition from reactive entity management to strategic automation does not happen overnight. It requires rethinking fundamental assumptions about how entity data flows through your organization. The most successful transformations follow a deliberate sequence: centralize first, then automate, and finally optimize for continuous improvement. Each phase builds on the previous one, creating systems that grow stronger under pressure rather than breaking down.",[],{"_key":590,"_type":424,"children":591,"markDefs":595,"style":532},"7d6ef6b65490",[592],{"_type":428,"marks":593,"text":594},[],"Centralize Before You Automate",[],{"_key":597,"_type":424,"children":598,"markDefs":609,"style":432},"4244248695c8",[599,602,606],{"_type":428,"marks":600,"text":601},[],"The first step toward better entity management strategies is not automation. It is centralization. You cannot automate what you cannot see, and you cannot see what lives in ",{"_type":428,"marks":603,"text":605},[604],"c5abb204-031c-4ed9-8053-8d4030f8da2f","scattered spreadsheets",{"_type":428,"marks":607,"text":608},[],", email threads, and external counsel files.",[610],{"_key":604,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":611},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fare-you-too-dependent-on-excel",{"_key":613,"_type":424,"children":614,"markDefs":618,"style":432},"30283c79d59c",[615],{"_type":428,"marks":616,"text":617},[],"Start with visibility. Create a single source of truth for entity data. Understand where information lives today, how it moves through your organization, and who touches it along the way. This might reveal that you do not have a documented process at all. Different people handle the same task differently depending on who is available.",[],{"_key":620,"_type":424,"children":621,"markDefs":625,"style":432},"048f4606c6b8",[622],{"_type":428,"marks":623,"text":624},[],"Cross-functional alignment matters here. Finance relies on entity data for consolidation and reporting. Legal owns governance and compliance. Tax needs accurate structure charts and jurisdiction information. These teams must agree on what centralized entity management looks like and what problems they are solving together.",[],{"_key":627,"_type":424,"children":628,"markDefs":636,"style":432},"b39bc6ec7154",[629,632],{"_type":428,"marks":630,"text":631},[],"You might also like: ",{"_type":428,"marks":633,"text":635},[634],"c9f3c8b8-9d4c-4f57-9464-44f2feb67c38","AI Implementation: A Strategic Roadmap for Finance Teams",[637],{"_key":634,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":638},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fai-implementation",{"_key":640,"_type":424,"children":641,"markDefs":645,"style":532},"e6cc01c34114",[642],{"_type":428,"marks":643,"text":644},[],"Designing Anti-Fragile Systems",[],{"_key":647,"_type":424,"children":648,"markDefs":652,"style":432},"67e8c7895ec0",[649],{"_type":428,"marks":650,"text":651},[],"Once you have visibility, the next question is how to design processes that do not break under pressure. This means building systems that heal themselves when exceptions occur.",[],{"_key":654,"_type":424,"children":655,"markDefs":659,"style":432},"5954563af8d6",[656],{"_type":428,"marks":657,"text":658},[],"Start with understanding your data at the most granular level. What is the lowest common denominator in your general ledger structure? How are transactions tagged and categorized? When you design automation around clean, well-structured data, the system handles exceptions naturally instead of requiring constant manual intervention.",[],{"_key":661,"_type":424,"children":662,"markDefs":673,"style":432},"d56722237337",[663,666,670],{"_type":428,"marks":664,"text":665},[],"Team Car Care reduced a four-person ",{"_type":428,"marks":667,"text":669},[668],"b7dcdfbf-1f2f-4903-942f-6ed32073abdf","inventory reconciliation",{"_type":428,"marks":671,"text":672},[]," team to one person through this approach. The freed capacity did not disappear. Those team members shifted to solving harder, more strategic problems. The work still gets done, but now the team focuses on analysis and decision support instead of data entry and exception hunting.",[674],{"_key":668,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":675},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Finventory-reconciliation",{"_key":677,"_type":424,"children":678,"markDefs":682,"style":432},"d047022b2d0c",[679],{"_type":428,"marks":680,"text":681},[],"‍",[],{"_key":684,"_type":424,"children":685,"markDefs":689,"style":532},"e1736ecddb06",[686],{"_type":428,"marks":687,"text":688},[],"The Continuous Close Philosophy",[],{"_key":691,"_type":424,"children":692,"markDefs":696,"style":432},"f927fe974b38",[693],{"_type":428,"marks":694,"text":695},[],"Traditional close processes create predictable chaos. Everyone knows the last week of the month will be stressful. Work piles up, then gets processed in a final sprint. Automation fundamentally changes this dynamic.",[],{"_key":698,"_type":424,"children":699,"markDefs":703,"style":432},"658c06c65172",[700],{"_type":428,"marks":701,"text":702},[],"The continuous close philosophy says you are always closing. Work does not back up because transactions process automatically as they occur. Reconciliations happen in real-time. Exceptions get flagged immediately instead of discovered days later.",[],{"_key":705,"_type":424,"children":706,"markDefs":710,"style":432},"f58157c344ca",[707],{"_type":428,"marks":708,"text":709},[],"When close work happens continuously, finance teams gain visibility into performance throughout the month. They can answer questions from leadership without waiting until month-end. They can identify issues while there is still time to address them.",[],{"_key":712,"_type":424,"children":713,"markDefs":717,"style":508},"d5e8f89dbec8",[714],{"_type":428,"marks":715,"text":716},[],"How AI Fits Into Entity Management Strategies",[],{"_key":719,"_type":424,"children":720,"markDefs":724,"style":432},"266ff091ca24",[721],{"_type":428,"marks":722,"text":723},[],"Artificial intelligence is transforming entity management, but not in the ways most finance leaders expect. The conversation has moved beyond simple chatbots and query tools. Today's most impactful AI applications execute complex workflows autonomously, handling the high-volume tasks that previously consumed entire teams. Understanding where AI delivers genuine value versus where human judgment remains essential is critical for building effective entity management strategies.",[],{"_key":726,"_type":424,"children":727,"markDefs":731,"style":532},"39d3b176578b",[728],{"_type":428,"marks":729,"text":730},[],"Beyond the Chatbot: Agentic AI vs. Assistive AI",[],{"_key":733,"_type":424,"children":734,"markDefs":745,"style":432},"e59a17c180dc",[735,738,742],{"_type":428,"marks":736,"text":737},[],"When most people hear \"",{"_type":428,"marks":739,"text":741},[740],"3d6bb650-671b-465c-835d-32af26543cd6","AI in finance",{"_type":428,"marks":743,"text":744},[],",\" they think of chatbots. Ask a question, get an answer. This assistive AI has value, but it is not what transforms operations.",[746],{"_key":740,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":747},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fai-in-finance",{"_key":749,"_type":424,"children":750,"markDefs":758,"style":432},"4c87d3c19937",[751,755],{"_type":428,"marks":752,"text":754},[753],"f6ec47b9-5065-4d80-9a01-224aa721df15","Agentic AI",{"_type":428,"marks":756,"text":757},[]," is different. It does not just answer questions; it executes work autonomously. The distinction matters enormously when you are dealing with high transaction volumes or complex entity structures.",[759],{"_key":753,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":760},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fagentic-ai",{"_key":762,"_type":424,"children":763,"markDefs":767,"style":432},"db10f56676b9",[764],{"_type":428,"marks":765,"text":766},[],"Consider the difference between creating a language model that can query your employee handbook versus one that reconciles 10 million inventory transactions. The first is convenient. The second changes what your team can accomplish at scale.",[],{"_key":769,"_type":424,"children":770,"markDefs":774,"style":432},"197332a96754",[771],{"_type":428,"marks":772,"text":773},[],"Team Car Care applies AI to inventory management by matching purchasing data to operating data automatically across hundreds of locations. The finance team focuses on genuine exceptions that require judgment, not routine matching that a machine handles better.",[],{"_key":776,"_type":424,"children":777,"markDefs":785,"style":432},"c7573f173f29",[778,781],{"_type":428,"marks":779,"text":780},[],"Helpful resource: ",{"_type":428,"marks":782,"text":784},[783],"6a885314-8602-4161-bab3-d0432e9f7dfc","AI Agents vs. Agentic AI: What’s the Difference and Why It Matters for Finance",[786],{"_key":783,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":787},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fai-agents-vs-agentic-ai",{"_key":789,"_type":424,"children":790,"markDefs":794,"style":532},"96cf22774bbf",[791],{"_type":428,"marks":792,"text":793},[],"Where AI Delivers (and Where It Doesn't)",[],{"_key":796,"_type":424,"children":797,"markDefs":808,"style":432},"606038dccbae",[798,801,805],{"_type":428,"marks":799,"text":800},[],"AI excels at specific, repeatable tasks with clear parameters. Flagging compliance gaps. ",{"_type":428,"marks":802,"text":804},[803],"42a15c2d-1c6f-4bce-b12e-95aa39a4dbb0","Matching transactions",{"_type":428,"marks":806,"text":807},[],". Updating entity data when formation documents arrive. Auto-filing in appropriate jurisdictions. These workflows benefit immediately from automation.",[809],{"_key":803,"_type":469,"linkPageModule":6,"newTab":12,"page":6,"type":14,"url":810},"http:\u002F\u002Fwww.nominal.so\u002Fblog\u002Ftransaction-matching",{"_key":812,"_type":424,"children":813,"markDefs":817,"style":432},"3afc4ef98df9",[814],{"_type":428,"marks":815,"text":816},[],"What AI cannot replace is critical thinking and strategic judgment. Over-reliance on large language models for problem-solving can actually degrade skills over time. Teams lose the ability to think through complex situations when they outsource too much to AI assistants.",[],{"_key":819,"_type":424,"children":820,"markDefs":824,"style":432},"3a533882511c",[821],{"_type":428,"marks":822,"text":823},[],"Effective entity management strategies use AI to handle volume and free up mental space for strategic work. They do not use it as a substitute for understanding your business.",[],{"_key":826,"_type":424,"children":827,"markDefs":831,"style":508},"8ea3b51f4992",[828],{"_type":428,"marks":829,"text":830},[],"Getting Started: Practical Steps for Finance and Legal Leaders",[],{"_key":833,"_type":424,"children":834,"markDefs":838,"style":432},"bf7ec2ce195e",[835],{"_type":428,"marks":836,"text":837},[],"Making the shift from reactive to strategic entity management requires a clear starting point. Many organizations stall because they try to solve everything at once or choose problems too small to justify the effort. The key is identifying high-impact opportunities where automation delivers measurable results quickly, then building momentum from early wins. Success comes from combining the right problem with the right tool and the right level of stakeholder alignment.",[],{"_key":840,"_type":424,"children":841,"markDefs":845,"style":532},"16273bb64bdb",[842],{"_type":428,"marks":843,"text":844},[],"Find the Right Problem to Solve First",[],{"_key":847,"_type":424,"children":848,"markDefs":852,"style":432},"7ecbb27eff1c",[849],{"_type":428,"marks":850,"text":851},[],"The biggest mistake organizations make when adopting automation is starting with problems that are too small to matter or too generic to solve effectively.",[],{"_key":854,"_type":424,"children":855,"markDefs":859,"style":432},"ac2546972b3a",[856],{"_type":428,"marks":857,"text":858},[],"Identify a problem that is large enough and scalable enough that applying automation will make a genuine difference. Reconciling millions of transactions qualifies. Automating a handful of monthly journal entries probably does not justify the implementation effort.",[],{"_key":861,"_type":424,"children":862,"markDefs":866,"style":432},"51592fd1805f",[863],{"_type":428,"marks":864,"text":865},[],"Build cross-functional stakeholder alignment early. If you are tackling entity management, bring finance, legal, and tax to the table together. Understand what each function needs from a centralized system. Identify shared bottlenecks where collaboration breaks down today.",[],{"_key":868,"_type":424,"children":869,"markDefs":873,"style":432},"8ea27e97bdc2",[870],{"_type":428,"marks":871,"text":872},[],"Be realistic about timelines. It might take 40 or 50 iterations before you see the results you want. This is not a day-one transformation.",[],{"_key":875,"_type":424,"children":876,"markDefs":880,"style":532},"06791fe6ec54",[877],{"_type":428,"marks":878,"text":879},[],"Evaluate Tools with Process in Mind",[],{"_key":882,"_type":424,"children":883,"markDefs":887,"style":432},"3c9f7481a328",[884],{"_type":428,"marks":885,"text":886},[],"When evaluating entity management software or automation platforms, start by documenting your current process, even if it is messy. Walk through exactly what happens today when you need a structure chart, when you file annual reports, or when you update a registered agent.",[],{"_key":889,"_type":424,"children":890,"markDefs":894,"style":432},"04715fea4f8d",[891],{"_type":428,"marks":892,"text":893},[],"This exercise reveals gaps you did not know existed. You might discover that three different people handle the same task three different ways. You might find that critical information lives in someone's email instead of a shared system.",[],{"_key":896,"_type":424,"children":897,"markDefs":901,"style":432},"460eca402e5d",[898],{"_type":428,"marks":899,"text":900},[],"Evaluate software regularly, even when you are not actively shopping. Understanding what is available helps you identify problems you did not realize were solvable. It keeps you informed about how leading organizations are approaching the same challenges you face.",[],{"_key":903,"_type":424,"children":904,"markDefs":908,"style":432},"c6314575e51d",[905],{"_type":428,"marks":906,"text":907},[],"Entity complexity does not have to slow your organization down. The finance and legal leaders making this shift successfully are the ones who approach entity management strategies proactively rather than reactively.",[],{"_key":910,"_type":424,"children":911,"markDefs":915,"style":432},"0698de018f74",[912],{"_type":428,"marks":913,"text":914},[],"They centralize before they automate. They design systems that handle exceptions gracefully. They use AI to execute high-volume work while preserving human judgment for strategic decisions. Most importantly, they see entity management not as a compliance burden but as a foundation for scalable growth.",[],{"_key":917,"_type":424,"children":918,"markDefs":922,"style":432},"69c2f1590bf5",[919],{"_type":428,"marks":920,"text":921},[],"The teams that solve this challenge now will scale smarter as they grow. They will close faster, spend less on external support, and redeploy internal capacity toward work that drives business value.",[],{"_key":924,"_type":424,"children":925,"markDefs":936,"style":432},"94f2af17066f",[926,929,933],{"_type":428,"marks":927,"text":928},[],"Ready to move from entity complexity to clarity? 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With 5+ years of multi-industry experience, she helps finance teams streamline consolidation, reconciliation, and reporting with AI-driven solutions. 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