{"id":32645,"date":"2026-09-02T15:30:39","date_gmt":"2026-09-02T15:30:39","guid":{"rendered":"https:\/\/synder.com\/blog\/?p=32645"},"modified":"2026-09-02T15:33:27","modified_gmt":"2026-09-02T15:33:27","slug":"building-an-accounting-stack","status":"publish","type":"post","link":"https:\/\/synder.com\/blog\/building-an-accounting-stack\/","title":{"rendered":"From Spreadsheets to Automation: Building an Accounting Stack That Scales"},"content":{"rendered":"\n<p>All growing businesses begin by using a spreadsheet for their accounting. Very few decide to remain with spreadsheets. Most find that they have outgrown them when the end-of-month closing process has become too big to complete in one afternoon.<\/p>\n\n\n\n<p>Spreadsheets are still widely used by members of finance teams. A <a href=\"https:\/\/quickbooks.intuit.com\/r\/small-business-data\/small-business-insights\/\">QuickBooks study<\/a> shows that 71 per cent of small business owners who use accounting software still rely on pen and paper or spreadsheets for at least some financial tasks. This trend is also seen at higher levels of the market. A <a href=\"https:\/\/quickbooks.intuit.com\/r\/small-business-data\/small-business-insights\/\">survey of AutoRek payments <\/a>conducted in 2025 revealed that spreadsheets remain an essential part of the financial operations of 90 per cent of companies. They are familiar, flexible and free to set up, but they reach their limits before a growing business does.<\/p>\n\n\n\n<p>As companies expand, they will eventually give up on using spreadsheets and switch to an automated accounting system. This article outlines how to spot the moment when spreadsheets cease to be a useful tool, what is meant by an accounting stack, and how to build one in the right order so automation supports your accounting process instead of creating more work.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"608\" src=\"https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/01-1024x608.png\" alt=\"\" class=\"wp-image-32653\" srcset=\"https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/01-1024x608.png 1024w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/01-768x456.png 768w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/01-380x226.png 380w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/01-800x475.png 800w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/01.png 1160w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 id=\"how-do-you-know-youve-outgrown-spreadsheets\" class=\"wp-block-heading\"><strong>How do you know you&#8217;ve outgrown spreadsheets?<\/strong><\/h2>\n\n\n\n<p>As more workarounds are added, spreadsheets become harder to manage and more prone to errors, which can leave you relying on inaccurate figures without realizing it. The spreadsheet will still open, the formulas will still be calculated, and everything may look fine at first sight. The warning signs appear in the time you spend managing spreadsheets, the number of sales channels you use, and how much you trust the numbers.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><\/ul>\n\n\n\n<h3 id=\"the-time-signal\" class=\"wp-block-heading\"><strong>The time signal<\/strong><\/h3>\n\n\n\n<p>The time at the end of the month is the best indication of the problem. A task which previously only took an afternoon may now last the entire week, with a large part of that time being used for copying data from one tab to another, locating figures that don&#8217;t match, and fixing formulas that have been altered by someone. If data entry and reconciliation take up the majority of the closing process, then the spreadsheet becomes the bottleneck. Reviews and analyses are then put on the back burner, and each hour spent manually moving the numbers means less time is available for understanding the results.<\/p>\n\n\n\n<h3 id=\"the-channel-signal\" class=\"wp-block-heading\"><strong>The channel signal<\/strong><\/h3>\n\n\n\n<p>Look at what happens as you add more places where customers pay you. It&#8217;s simple enough to keep track of when you have one store and a single payment processor. If you then add another sales channel, such as a marketplace, and a second payment provider, each of these sources will start to report your sales, fees, refunds, and payouts in its own way. The amount deposited into your bank account is a net figure, meaning that the individual transactions are hidden within it. When you have more transaction channels than you can reliably keep track of, manual bookkeeping becomes much more prone to errors.<\/p>\n\n\n\n<h3 id=\"a-spreadsheet-problem-or-a-process-problem\" class=\"wp-block-heading\"><strong>A spreadsheet problem or a process problem?<\/strong><\/h3>\n\n\n\n<p>Before you purchase new software, you should test the process itself by having two members of your team independently reconcile the same month. If you get different results, this indicates that the process is not clearly defined, that the chart of accounts is inconsistent, or that a close has no clearly assigned owner. The software won&#8217;t be able to overcome these gaps; it will only automate them and send the discrepancies back to you faster. You should fix the process first, since only then will you have a clear understanding of what the automation needs to deal with.&nbsp;<\/p>\n\n\n\n<h2 id=\"what-is-an-accounting-stack-and-what-are-its-layers\" class=\"wp-block-heading\"><strong>What is an accounting stack, and what are its layers?<\/strong><\/h2>\n\n\n\n<p>When one spreadsheet is no longer capable of meeting the demand, the usual course of action is to search for &#8220;the tool&#8221; which will deal with all the issues. However, no single tool can do this; a replacement for a spreadsheet is made up of a series of layers, each of which carries out one task and passes on clean data to the next. It is useful to understand these layers before making a purchase, as this will help you to avoid buying software that addresses problems your business has not yet encountered.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"608\" src=\"https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/02-1024x608.png\" alt=\"\" class=\"wp-image-32654\" srcset=\"https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/02-1024x608.png 1024w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/02-768x456.png 768w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/02-380x226.png 380w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/02-800x475.png 800w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/02.png 1160w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\"><\/ul>\n\n\n\n<h3 id=\"the-system-of-record\" class=\"wp-block-heading\"><strong>The system of record<\/strong><\/h3>\n\n\n\n<p>Your accounting software is the foundation of the system and serves as the ledger for your financial records. QuickBooks Online, Xero, NetSuite, and Sage Intacct all take on this function for companies of different sizes and at various price levels. It is here that your financial records come together. All the other components of the stack either provide this level with accurate data or draw information from it for analysis.<\/p>\n\n\n\n<p>Start by selecting the accounting system, since all the layers above depend on this choice. If there is no established system for recording financial data, financial data ends up scattered across different places, making it difficult to get a reliable answer from any one source.<\/p>\n\n\n\n<h3 id=\"the-sync-and-reconciliation-layer\" class=\"wp-block-heading\"><strong>The sync and reconciliation layer<\/strong><\/h3>\n\n\n\n<p>Sales, fees, refunds, and payouts are sent into your accounting software via the sync and reconciliation process. The transaction data is passed from ecommerce platforms and payment processors to the accounting records, and the bank deposits then need to match the sales behind them.. This aspect of the accounting system is what ensures that the ledger can support the reports derived from it.<\/p>\n\n\n\n<p>When the business expands, an increasing number of systems contribute transactions to the ledger every quarter. The data coming in therefore becomes a control point since any errors relating to sales, fees, refunds, or payouts will also end up in the records that are used for financial reporting. If the data is synced and reconciled correctly, you have clean transaction data to work with. If there are errors at this stage, they will carry through to your reports.<\/p>\n\n\n\n<h3 id=\"the-reporting-and-insights-layer\" class=\"wp-block-heading\"><strong>The reporting and insights layer<\/strong><\/h3>\n\n\n\n<p>Using clean and complete data in the ledger, the reporting layer converts the records into dashboards, key performance indicators, and cash visibility. This enables you to answer questions about margin or runway in just a few minutes instead of having to wait until the accounts are closed. Dashboards also make the numbers easier to review because the results are clearly presented in one place.<\/p>\n\n\n\n<p>Construct the reporting layer using the reconciled records, since a report based on unreconciled data might give a confident but incorrect answer and thus be more dangerous than providing no answer at all.<\/p>\n\n\n\n<h3 id=\"the-specialized-layers\" class=\"wp-block-heading\"><strong>The specialized layers<\/strong><\/h3>\n\n\n\n<p>The specialized accounting layers that should be added to the core system are determined by your business model. SaaS and other subscription-based businesses will likely need revenue recognition, while other businesses will require accounts payable and receivable automation. Those who sell products should include inventory and cost-of-goods tracking.<\/p>\n\n\n\n<p>Wait until the particular accounting issue arises before adding each layer; for many ecommerce businesses this is also the point at which an outsourced <a href=\"https:\/\/theledgerlabs.com\/ecommerce-accounting\/\">ecommerce accounting <\/a>partner can provide the most value, since these layers entail compliance requirements and involve accounting judgment. Mistakes at this stage can be difficult to correct later.<\/p>\n\n\n\n<h2 id=\"why-should-you-fix-your-foundation-before-automating\" class=\"wp-block-heading\"><strong>Why should you fix your foundation before automating?<\/strong><\/h2>\n\n\n\n<p>Before you introduce automation, the data needs a clear structure because the software works with the rules and data you give it.<\/p>\n\n\n\n<p>Automation then puts this structure into effect on a large scale; if the books contain inconsistent transactions or defective rules, the system will simply repeat those problems as part of the automated process.<\/p>\n\n\n\n<h3 id=\"how-does-your-chart-of-accounts-affect-automated-reporting\" class=\"wp-block-heading\"><strong>How does your chart of accounts affect automated reporting?<\/strong><\/h3>\n\n\n\n<p>Founders often build their chart of accounts around how they understand the business, dividing revenue into the categories they use mentally and grouping expenses in terms they&#8217;d use to explain the company to a friend. Those categories can make sense operationally but still be too broad, inconsistent, or poorly suited to accounting and financial reporting. A spreadsheet lets you review each transaction and adjust the classification manually; an automated sync sends transactions into those accounts at scale, so the underlying account structure needs to work for both the business and the reporting requirements.<\/p>\n\n\n\n<p>The system batches the incoming transactions and matches them to the relevant accounts. In the event that a mapping directs a transaction to the wrong account, that error can occur again with every subsequently synced transaction and thus end up in the ledger. Effective reporting begins with a chart of accounts that is based on the way your accounting software groups the transactions, not on the way you visualize the business.<\/p>\n\n\n\n<h3 id=\"the-mistake-to-avoid-before-go-live\" class=\"wp-block-heading\"><strong>The mistake to avoid before go-live<\/strong><\/h3>\n\n\n\n<p>The biggest mistake when setting up a foundation is to go live with the sync before the chart of accounts has been arranged to match the way each platform sends its transaction data. Each type of transaction, such as a Shopify payout, a Stripe fee, a refund, a sales tax line, and a discount, must have a specific account in the accounts system. If these mappings aren&#8217;t established in advance, the integration uses its own defaults, and those rarely correspond to the accounting treatment you require.<\/p>\n\n\n\n<p>Teams that skip this mapping step can spend a lot of time correcting transactions posted to the wrong accounts, far more than it would take to set up the accounts correctly before launch. The sequence is simple: first lay the foundation, then record the close, and finally switch on automation.<\/p>\n\n\n\n<h2 id=\"how-do-you-know-when-youre-ready-to-add-the-next-part-of-your-accounting-stack\" class=\"wp-block-heading\"><strong>How do you know when you\u2019re ready to add the next part of your accounting stack?<\/strong><\/h2>\n\n\n\n<p>Build your accounting stack in this order: foundation, system of record, sync and reconciliation, reporting, and then specialized tools. The exact order matters less than making sure each stage is working properly before moving on, since every new tool relies on the data and processes that come before it. Know what \u201cdone\u201d looks like at each stage before moving on to the next one.<\/p>\n\n\n\n<p>The foundation is considered complete when the close process has been documented and someone other than the person who wrote it can run the process end to end without having to ask questions. If a close relies on one particular person, part of the process may still exist only in that person&#8217;s knowledge rather than in the documented procedure. Automating it at that point won&#8217;t remove the dependency; it can turn those undocumented steps and decisions into software-driven rules. The close is ready for automation only when another person can follow the documented process from start to finish without needing the original owner&#8217;s help.<\/p>\n\n\n\n<p>The sync and reconciliation process is considered complete when a full month&#8217;s worth of payouts has reconciled with sales without any need for manual intervention. This is important since all the reporting tools rely on that transaction data. Connecting all your platforms isn\u2019t enough if routine transactions still need to be matched manually at the end of the month.<\/p>\n\n\n\n<p>The reporting stage is complete when you are able to trace any figure on a dashboard back to the transactions that produced it by making only a few clicks. If you can\u2019t see where a number came from, it\u2019s difficult to rely on it for decision-making.<\/p>\n\n\n\n<p>These checkpoints help you catch problems before you move on to the next stage. Otherwise, errors may go unnoticed until the end of the quarter, an audit, or a due diligence review brings them to light. At that point, the time left to deal with the root problem is reduced, and the cost of undoing it increases. Waiting until each stage is ready makes it easier to catch and fix problems before they become more difficult to correct later.<\/p>\n\n\n\n<h2 id=\"how-does-a-working-stack-change-your-business\" class=\"wp-block-heading\"><strong>How does a working stack change your business?<\/strong><\/h2>\n\n\n\n<p>The true benefit of a working stack doesn&#8217;t consist of just faster versions of the previous tasks; it gives you current data to make decisions that previously relied on estimates. Three capabilities become feasible on a large scale that a spreadsheet cannot reliably support.<\/p>\n\n\n\n<h3 id=\"better-visibility-into-product-and-channel-margins\" class=\"wp-block-heading\"><strong>Better visibility into product and channel margins<\/strong><\/h3>\n\n\n\n<p>The margin at the channel level enables you to make better pricing decisions throughout the month. You can see when a product is no longer profitable because of its landed costs or when channel fees are too high, so you can adjust the price or remove the SKU. With spreadsheets, you may not see these problems until the end of the quarter, after you\u2019ve already lost money.<\/p>\n\n\n\n<h3 id=\"cleaner-financials-for-fundraising-and-deals\" class=\"wp-block-heading\"><strong>Cleaner financials for fundraising and deals<\/strong><\/h3>\n\n\n\n<p>A solid financial foundation means that the company can avoid relying on last-minute financial cleanup when raising capital or preparing for sales. Lenders, investors, and buyers need accurate numbers quickly. If your records are reconciled and consistently categorized, they can review your financials without your team having to rebuild years of historical data under a tight deadline. Even if the business itself is performing well, disorganised records can still slow down deals and create problems during due diligence, which is why well-organised financial records help reduce transaction risk.<\/p>\n\n\n\n<h3 id=\"more-time-for-forecasting-and-analysis\" class=\"wp-block-heading\"><strong>More time for forecasting and analysis<\/strong><\/h3>\n\n\n\n<p>Finance teams can spend more of their time answering questions than processing and matching transactions. The hours previously spent on data entry can now go towards forecasting, scenario planning, and analysis, which helps inform business decisions. The stack does not require any additional staff; instead it shifts the time of the existing team from processing transactions to judgment.<\/p>\n\n\n\n<h2 id=\"what-can-go-wrong-when-you-automate-your-accounting\" class=\"wp-block-heading\"><strong>What can go wrong when you automate your accounting?<\/strong><\/h2>\n\n\n\n<p>A poorly set up accounting stack can create bigger problems than the spreadsheets it replaced because automated numbers can look reliable even when they\u2019re wrong. A figure may appear to have been verified even when no reconciliation or review has taken place.<\/p>\n\n\n\n<p>The majority of the damage is caused by a limited number of failure modes which can be dealt with before they spread throughout the rest of the accounting system.<\/p>\n\n\n\n<h3 id=\"adding-tools-without-reconciliation-discipline\" class=\"wp-block-heading\"><strong>Adding tools without reconciliation discipline<\/strong><\/h3>\n\n\n\n<p>Since teams can add another platform with just a few clicks, connectors tend to build up more quickly than reconciliation checks. What\u2019s often missing is a process for checking that the transactions synced to the books match what actually happened. Each new connector can then bring even more unreconciled data into the books. The more tools you add without the right checks in place, the more errors you may have to deal with later.<\/p>\n\n\n\n<h3 id=\"integrations-that-no-one-is-monitoring\" class=\"wp-block-heading\">Integrations that no one is monitoring<\/h3>\n\n\n\n<p>An integration can continue to operate even if the individual who set it up leaves the company, changes a setting, or has a sales channel added without linking it to the accounting system. The integration may continue syncing data, but the books may no longer accurately reflect what\u2019s happening in the business. Each integration should have an owner who continuously monitors its performance rather than merely having someone configure it and then leave.<\/p>\n\n\n\n<h3 id=\"trusting-synced-data-without-review\" class=\"wp-block-heading\"><strong>Trusting synced data without review<\/strong><\/h3>\n\n\n\n<p>A review consists of a brief and predefined series of checks carried out every time the operation is completed in order to verify that the automation acted as it should. The danger is easily overlooked since the sync may work exactly as configured even when the rule itself is wrong, resulting in thousands of wrong entries that appear clean individually. You may only catch this kind of error by reviewing the results.<\/p>\n\n\n\n<p>The review covers four checks:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>For each processor, compare the total deposits with the sales that were recorded for that period.<\/li>\n\n\n\n<li>Look at the exception report for the transactions which the sync was unable to categorise and then enter those items manually.<\/li>\n\n\n\n<li>To check that the mapping rules are still working as intended, compare a sample of the automatically posted entries with their source records.<\/li>\n\n\n\n<li>Check for unusual changes in account balances, as a sudden increase or decrease could indicate a mapping error.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"513\" src=\"https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/03-1024x513.png\" alt=\"\" class=\"wp-image-32655\" srcset=\"https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/03-1024x513.png 1024w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/03-768x385.png 768w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/03-380x190.png 380w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/03-800x401.png 800w, https:\/\/synder.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/09\/03.png 1160w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Assign a single person to be responsible for carrying out these checks and get them to approve the figures before they are included in a report or a board deck. The review should take minutes, compared with the days it can take to close the books manually.<\/p>\n\n\n\n<h3 id=\"automating-an-undefined-process\" class=\"wp-block-heading\"><strong>Automating an undefined process<\/strong><\/h3>\n\n\n\n<p>If only one person knows how to complete the close, there isn\u2019t yet a clear process for the software to follow. The software will follow the process as it\u2019s set up, but it can\u2019t identify missing steps or tell whether a shortcut is intentional.<\/p>\n\n\n\n<p>Document the close process step by step, then configure the system to follow it. This gives the automation a consistent process to work from.<\/p>\n\n\n\n<h2 id=\"the-bottom-line\" class=\"wp-block-heading\"><strong>The bottom line<\/strong><\/h2>\n\n\n\n<p>The transition from using spreadsheets to adopting automation is more about arranging the accounting setup in the correct order than about finding perfectly suited software. You should begin with the foundation, set up a system of record, ensure that the synchronization and reconciliation processes are reliable, and then introduce reporting and other specialized tools as the business develops the need for them. Each stage gives the next one cleaner data and better controls to work with.<\/p>\n\n\n\n<p>The number of tools doesn\u2019t determine how well a business can scale. What matters is having financial records you can trust without having to check everything manually. A good accounting stack builds that trust one layer at a time.<\/p>\n","protected":false},"excerpt":{"rendered":"All growing businesses begin by using a spreadsheet for their accounting. Very few decide to remain with spreadsheets.&hellip;\n","protected":false},"author":2312,"featured_media":32652,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"footnotes":""},"categories":[341,337,260],"tags":[51,255,254],"ppma_author":[394],"class_list":{"0":"post-32645","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-accountants-talk-insights","8":"category-advice-and-consult-a-business-educators-program","9":"category-educators-program","10":"tag-accounting","11":"tag-business-owner","12":"tag-cpa","13":"cs-entry","14":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - 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