--- title: 'AP automation in large enterprises: are you keeping up' url: https://www.medius.com/blog/ap-automation-in-large-enterprises-are-you-keeping-up/ updated: 2025-09-18T23:52:57Z --- [Back to Blog](https://www.medius.com/blog/) Accounts Payable 6.3.2025 # AP automation in large enterprises: are you keeping up? Table of Contents 1. Introduction 2. The challenges of AP automation in large enterprises 3. What is the state of AP automation in large enterprises today? 4. How scalable AP automation drives enterprise efficiency 5. Is your AP strategy keeping up with the pace of change? 6. The role of AI and analytics in AP automation 7. AI-Driven Capabilities in AP Automation 8. AP automation as a catalyst for enterprise-wide digital transformation 9. The future of AP automation for large enterprises 10. Medius is autonomous AP Hear what's covered in this article: * * * **[Enterprise AP teams](https://www.medius.com/solutions/company-size/enterprise/ "Enterprise") don’t just manage invoices—they navigate a maze of systems, regions, regulations, and approvals.** The complexity of accounts payable at scale has long been a roadblock to efficiency, but it doesn’t have to be. [AP automation](https://www.medius.com/solutions/medius-accounts-payable-automation/ "Medius Accounts Payable Automation") isn’t just about going digital—it’s about going [autonomous](https://www.medius.com/ai-innovation/autonomous-accounts-payable/ "Autonomous Accounts Payable") (aka full autopilot). With AI doing the heavy lifting, finance teams get the control, visibility, and intelligence to keep things running like clockwork—no manual roadblocks, no sweat. ## The challenges of AP automation in large enterprises Enterprise companies face challenges that smaller businesses just don’t deal with. If your AP team is handling tens (or even hundreds) of [thousands of invoices every month](https://www.medius.com/blog/managing-high-volume-invoices-ap-solutions-for-enterprises/ "Managing high-volume invoices: AP solutions for enterprises")—across multiple subsidiaries, countries, and currencies—this might sound familiar: Invoice overload Buried in paperwork or stuck with an outdated AP system? This usually leads to delays, errors, and significant inefficiency. Approval chaos Multi-level approvals, endless back-and-forth, and teams spread out everywhere—it’s like herding cats, but with invoices. Compliance hurdles Keeping up with global tax laws and [e‑invoicing mandates](https://www.medius.com/glossary/what-are-e-invoicing-mandates/ "What are e-invoicing mandates?") can feel like an impossible game of catch-up. Fraud risks Without solid controls, you’re opening the door to [invoice scams](https://www.medius.com/glossary/invoice-fraud-guide-to-prevention-detection/ "Invoice Fraud: Guide to Prevention & Detection"), duplicate payments, and fake vendors slipping through the cracks. ## What is the state of AP automation in large enterprises today? The truth is, many businesses are dealing with these challenges every day, and traditional AP processes just can’t keep up anymore. These days, trying to stay on top of things—let alone scale—without an [AI-powered AP automation](https://www.medius.com/ai-innovation/ "Innovation and AI") solution is nearly impossible. Automation has been part of AP for a while, but it’s come a long way in recent years thanks to big advances in AI. Tasks like invoice capture, invoice processing, and payment processing are now standard for automation. But today, you need more than that—you need [compliance](https://www.medius.com/solutions/medius-accounts-payable-automation/compliance/ "Compliance"), fraud protection, and powerful data and analytics to stay ahead. [The State of ePayables 2024 report](https://www.medius.com/resources/guides-reports/ardent-partners-the-state-of-epayables-2024-money-never-sleeps/ "Ardent Partners’ The State of ePayables 2024: Money Never Sleeps") shows that **31 percent of AP teams were already using AI to tackle these challenges at the start of 2024, with another 45 percent planning to adopt it. By mid-2025, 77 percent expect to be on board.** This trend highlights how AI is increasingly seen as the go-to solution for long-standing issues like manual bottlenecks, high invoice volumes, complex workflows, and security risks. That said, adoption rates are lagging in organizations with a shared service center (SSC) model. By the end of 2024, only 14 percent were using AI, and nearly 41 percent admitted they had no plans to implement it. ![chart showing the percentage of users using AI within their AP process](https://www.medius.com/media/gwzleswp/sson-virtual-summit-2024-data-using-ai-in-ap-process.png?rmode=max&width=372&height=0&v=1dbc0841882c140) So, while the [benefits of automation for enterprises](https://www.medius.com/blog/why-is-ap-automation-important-for-enterprise-organizations/ "Why is AP automation important for enterprise organizations?")– especially AI-driving AP automation–are clear, many companies have room to improve. ## How scalable AP automation drives enterprise efficiency Modern enterprise AP automation software integrates seamlessly with your financial systems, making it easier for businesses to grow without drowning in manual processes. Here’s how automation makes it happen: ### Speeding up invoice processing Automated workflows can speed up invoice approvals from weeks to days—or even hours—making everything run more smoothly. For example, a large retailer handling 100,000 invoices a year can use AI automation to cut down on processing time and reduce manual effort, freeing up resources for more important tasks. **What does this mean?** By automating invoice processing, [companies with complex PO invoices have increased touchless processing to 70 percent](https://www.medius.com/resources/case-studies/duni-ap-automation/ "Duni AP Automation"). This means faster approvals, quicker payments, and handling more invoices without extra staff. * * * ### Improving financial control and visibility Automation brings all your invoice and payment data into one system in real-time, giving your team a clear view of spending and trends. This is a game-changer for companies with multiple subsidiaries. Take a [global software provider](https://www.medius.com/resources/case-studies/softwareone-ap-automation/ "SoftwareONE AP Automation"), for example—their AP team used to track metrics manually across regions but switched to automation to cut down on errors, delays, and long approval times. **What does this look like?** Automation **slashed approval times from six weeks to just two days**. Plus, real-time dashboards now show spending patterns across departments, helping CFOs make data-driven, proactive decisions to optimize working capital or adjust budgets as needed. * * * ### Strengthening compliance and risk management Staying compliant with regional tax laws and regulations can be overwhelming, especially for global businesses. According to the 2025 SSON report, **nearly 29 percent of shared service teams report having no knowledge of [e-invoicing mandates](https://www.medius.com/solutions/medius-accounts-payable-automation/compliance/french-e-invoicing-mandates/ "eInvoicing Mandates") or CTC compliance**. That’s alarming. AP automation simplifies compliance with built-in features that automatically adjust to global tax requirements, like VAT or e-invoicing mandates. For instance, a multinational corporation can stay compliant with new tax laws without manual updates, reducing the risk of audits or penalties. **What’s the impact?** [Automatic AP compliance](https://www.medius.com/blog/ap-compliance-automation-medius/ "Improving Compliance in AP: Leveraging Automation for Better Governance") updates that adapt to regional rules, cutting down on fines and fire drills and keeping businesses aligned with ever-changing regulations. [Your AP compliance calendar](https://www.medius.com/blog/your-ap-compliance-calendar-stay-ahead-of-ap-compliance-deadlines-in-2025/ "Your AP compliance calendar: stay ahead of AP compliance deadlines in 2025") * * * ### Building better supplier relationships [Automation ensures suppliers get paid on time](https://www.medius.com/blog/overcoming-supplier-payment-challenges-with-automation/ "Overcoming supplier payment challenges with automation"), which improves trust and minimizes disputes or inquiries. A company managing hundreds of vendors can streamline communication, handle disputes effectively, and keep suppliers happy with accurate, timely payments. **How does this help?** A hefty reduction in supplier payment inquiries, stronger vendor relationships, and better opportunities for early payment discounts. ## Is your AP strategy keeping up with the pace of change? AI adoption, regulatory shifts, and rising complexity are reshaping enterprise finance faster than ever before. The "Enterprise buyer’s guide to AP automation" gives you the framework (plus a bonus breakout checklist) to evaluate where you stand today, and what it takes to stay ahead tomorrow. [Get the buyer’s guide](https://www.medius.com/resources/guides-reports/enterprise-buyers-guide-to-ap-automation/ "Enterprise Buyers Guide to AP Automation") [!\[The Enterprise Buyer’s Guide to AP Automation guide cover\](https://www.medius.com/media/yblptqfn/resource-menu_ap-at-scale-enterprise-buyers-guide.png?rmode=max&width=372&height=0&v=1dc210f798aae30)](https://www.medius.com/resources/guides-reports/enterprise-buyers-guide-to-ap-automation/) ## The role of AI and analytics in AP automation AI adoption in SSCs might be moving slower, but its potential to transform AP is huge. The biggest pain points—like manual data entry, invoice delays, and [fraud risks](https://www.medius.com/resources/events-and-webinars/prevent-white-collar-crimes-the-rise-of-accounts-payable-and-invoice-fraud/ "Prevent white-collar crimes: The rise of accounts payable and invoice fraud")—are exactly where AI can make a real difference. Instead of viewing these as roadblocks, businesses should see them as opportunities to leverage AI for smarter, more efficient solutions. ![chart showing the biggest AP challenges for enterprise organizations](https://www.medius.com/media/beznkxc3/sson-virtual-summit-2024-data-biggest-ap-challenges.png?rmode=max&width=372&height=0&v=1dbc117f44fa330) It’s not just about swapping out manual tasks for digital workflows. It’s about using AI to make processes faster, more accurate, and insightful. ## AI-Driven Capabilities in AP Automation ### Automated invoice capture and matching: AI uses tools like optical character recognition (OCR), large language models (LLMs), and natural language processing (NLP) to [capture data from invoices](https://www.medius.com/solutions/medius-accounts-payable-automation/invoice-capture/ "Invoice Capture")—no matter the format—and match it with purchase orders and receipts. This cuts down on errors and saves you from tedious manual work. The result? Faster approvals, fewer delays, and an easy way to stay on top of payment deadlines. ### Fraud detection and risk prevention: AI-powered machine learning helps finance teams spot and [stop fraud](https://www.medius.com/solutions/fraud-risk-detection/ "Fraud & Risk Detection") by catching unusual transaction patterns. These tools continuously learn from data, flagging things like duplicate invoices or suspicious payments, making it easier to reduce fraud. ### Smart payment scheduling: AI-powered analytics help businesses save money and improve cash flow by timing payments better and making the most of early-payment discounts, giving a boost to cash flow savings. ### Advanced reporting and forecasting: [Ardent Partners Pulse on B2B Payments report](https://www.medius.com/resources/guides-reports/ardent-partners-pulse-on-b2b-payments-in-2024/ "Ardent Partners’ Pulse on B2B Payments in 2024") shows that **lack of visibility into B2B payments is the third highest challenge for AP teams at 22 percent. Plus, 41 percent of teams plan to further prioritize improving reporting and analytics**. Why? Because it's important. [AI connects with ERP systems, AP platforms](https://www.medius.com/solutions/medius-connect/ "Medius Connect"), and payment networks to bring financial data together in real-time. NLP helps make sense of unstructured data—like invoice descriptions and emails—so reporting stays accurate. Meanwhile, ML looks at past AP data to spot any discrepancies. With predictive capabilities, AI can create visual dashboards that provide real-time financial insights, making it easier for CFOs and AP teams to [track key metrics](https://www.medius.com/blog/top-5-most-useful-ap-kpis/ "5 KPIs for accounts payable: the best metrics to track"), adjust strategies, and make quicker, smarter decisions. ## AP automation as a catalyst for enterprise-wide digital transformation Let’s talk about how AP automation can really make a difference for enterprise organizations—not just in AP processes but beyond. It’s not just a standalone project; AP automation is a key piece of the bigger picture when it comes to enterprise automation. You can greatly impact your entire financial operations by connecting AP automation with ERP, procurement, and [expense management systems](https://www.medius.com/solutions/expense/ "Expense"). ### Key enterprise-wide benefits of AP automation: - **Smarter procurement processes:** Automated AP systems simplify procurement workflows, helping you stick to vendor contracts and budgets. - **Less IT hassle:** With cloud-based AP automation, there’s less need for [IT maintenance](https://www.medius.com/solutions/for-your-role/it-professionals/ "IT Professionals"), making it easier to scale your financial operations. - **More financial flexibility:** Real-time spend tracking helps businesses quickly adjust budgets and strategies as markets shift. - **Boosted employee morale and productivity:** Automation takes care of manual data entry and reconciliation, freeing up finance teams to focus on more important work. ## The future of AP automation for large enterprises Insights from the SSON 2024 AP Automation Virtual Summit reveal that **26 percent of enterprises have automated less than a quarter of their AP processes**. But with AI making rapid advancements, this is set to change fast. As AI and machine learning continue to evolve, AP automation is shifting from simple task management to smarter, decision-driving solutions. Many enterprises now see the importance of AI-powered AP automation and the potential of fully autonomous AP. The real challenge is building the case and implementing these solutions—but in today’s financial landscape, there’s no reason not to. ![quote icon](https://www.medius.com/media/hhzp0bi1/quote-charcoal-fill.svg?rmode=max&width=91&height=58) “With Medius AP Automation we process 50% more invoices within the same time period compared to the prior solution. Since we have automated 3-way invoice matching in place, Medius AP Automation processes a large volume of invoices automatically, without anyone touching or seeing the invoice.” **Boudewijn Rast**Group IT Manager, Fluiconnecto [Read case study](https://www.medius.com/resources/case-studies/fluiconnecto-ap-automation/ "Fluiconnecto AP Automation") [![Fluiconnecto logo](https://www.medius.com/media/5f1fsxw3/fluiconnecto.png?rmode=max&width=264&height=76)](https://www.medius.com/resources/case-studies/fluiconnecto-ap-automation/ "Fluiconnecto AP Automation") * * * ## Medius *is* autonomous AP [Medius](https://www.medius.com/solutions/ "Solutions") has been at the forefront of [AI-driven AP automation for enterprise organizations](https://www.medius.com/solutions/company-size/enterprise/ "Enterprise") – driving industry change toward autonomous AP. Ready to see how it can transform your enterprise? Why Medius for Large Enterprises? [Learn why](https://www.medius.com/solutions/company-size/enterprise/) Managing high-volume invoices: AP solutions for enterprises [Read blog](https://www.medius.com/blog/managing-high-volume-invoices-ap-solutions-for-enterprises/) Enterprise compliance is tricky. We can help. [See how](https://www.medius.com/solutions/medius-accounts-payable-automation/compliance/) #### The Financial Professional Census Explore hurdles facing finance professionals today and learn how to overcome them in our research-backed Financial Professional Census report. [Get the report](https://www.medius.com/resources/guides-reports/financial-professional-census-report-2024/ "Financial Professional Census Report 2024") #### Ardent Partners' State of AP in 2026 AI is changing what AP teams can do, and fast. Get leading analysts at Ardent Partners' take on where the industry is headed. [Get the report](https://www.medius.com/resources/guides-reports/ardent-partners-state-of-ap/ "Ardent Partners State of AP") #### Webinar: Preparing for agentic AI in AP In this webinar with SSON, see how leading finance teams are moving from automation to autonomous AP, with real governance built in. [Watch the webinar](https://www.medius.com/resources/events-and-webinars/through-trust-and-governance-sson/ "Through trust and governance SSON") #### Discover accounts payable benchmarks Learn the efficiency metrics that matter for AP teams and the benchmarks derived from thousands of Medius customers around the globe. [Get the report](https://www.medius.com/resources/guides-reports/ap-benchmark-report/ "AP Benchmark Report") #### Watch a demo Get a first-hand look at Medius AP Automation, Analytics, and Pay with our 13-minute product demo. [Watch now](https://www.medius.com/watch-a-demo/#recorded "Watch a demo") ## Related Posts [8.11.2026 Fraud & Risk The best AP automation platforms for strengthening payment controls](https://www.medius.com/blog/the-best-ap-automation-platforms-for-strengthening-payment-controls/) [8.10.2026 Accounts Payable Top finance and accounting conferences and events in 2026](https://www.medius.com/blog/top-finance-and-accounting-conferences-events/) [8.10.2026 AP Automation Best AP automation software for e-invoicing compliance](https://www.medius.com/blog/best-ap-automation-software-for-e-invoicing-compliance/) [8.7.2026 AP Automation Why manufacturing invoice matching creates so many exceptions](https://www.medius.com/blog/why-manufacturing-invoice-matching-creates-so-many-exceptions/) [8.6.2026 AP Automation Why global expansion creates AP complexity faster than expected](https://www.medius.com/blog/why-global-expansion-creates-ap-complexity-faster-than-expected/) [8.6.2026 AP Automation How can manufacturers improve invoice matching and PO matching?](https://www.medius.com/blog/how-can-manufacturers-improve-invoice-matching-and-po-matching/) Previous Next [View All Posts](https://www.medius.com/blog/) ## Ready to transform your AP? [Book a Demo](https://www.medius.com/book-a-demo/ "Book a Demo") [Contact Us](https://www.medius.com/contact-us/ "Contact Us")