Best AR Automation Practices for Wholesale Distributors
Why AR Is the Last Unoptimized Process in Distribution
Distribution companies do the heavy lifting of connecting global supply chains to end customers. They manage complex logistics, maintain customer relationships across dozens of accounts, and operate on margins that leave little room for error. But one area that consistently lags behind the operational sophistication of the rest of the business is accounts receivable.
Manual invoicing, scattered payment follow-ups, and spreadsheet-based collections are still the norm at many mid-market distributors. Daylit exists to change that. Built specifically for B2B companies generating between $50M and $500M in annual revenue, Daylit deploys AI agents to automate the full AR cycle, helping distributors get paid faster without adding headcount.
Here are the best AR automation practices for wholesale distributors, and how Daylit helps you execute each one.
1. Move Invoice Delivery from Days to Minutes
Manual invoice creation and physical mail are expensive and slow. Every day between job completion and invoice delivery is a day added to your Days Sales Outstanding (DSO) before the clock even starts.
The first step in modernizing distributor AR is shifting customers from paper invoices to digital delivery. Emailed invoices and self-service billing portals cut delivery time from several days to minutes, meaning the payment countdown starts sooner and cash lands in your account faster.
For larger customers who require invoice submission through their own AP portals, this process can become a significant time drain. Daylit's integrations with major ERP and accounting systems ensure your invoice data flows automatically into the right places, reducing the manual effort of logging into separate customer portals and resubmitting data that already lives in your system.
The cost savings from eliminating paper, postage, and manual data entry are immediate. The revenue acceleration that follows from faster payment cycles compounds over time.
2. Align Payments With How Your Customers Actually Pay
One of the most underutilized levers in distributor AR is payment method flexibility. Customers who have to jump through friction to pay you will pay you last. Customers who can settle an invoice in two clicks tend to do it sooner.
Offering ACH, credit card, and portal-based payment options alongside traditional check processing removes that friction. Beyond simply offering options, distributors can actively influence customer behavior by incentivizing preferred payment methods through early payment discounts or streamlined portal experiences.
For distributors accepting credit card payments, processing at level 2 or level 3 data is worth the operational investment. Providing richer transaction data to card networks reduces the perceived risk of the transaction, and card networks respond by charging lower interchange fees. Over thousands of transactions annually, the savings are material.
Daylit's payment integrations connect directly with the systems distributors already use, ensuring that however a customer chooses to pay, the remittance data flows accurately into cash application without manual intervention.
3. Automate Cash Application to Eliminate Manual Matching
Cash application is one of the most time-consuming and error-prone processes in distributor AR. Payments arrive with incomplete remittance information, across multiple channels, referencing invoice numbers that do not always match what is in the system. AR staff spend hours each week manually reconciling what should be a straightforward process.
AI-powered cash application changes that. By recognizing patterns in how each customer pays and cross-referencing payment data against open invoice records, automated cash application matches incoming payments to the correct invoices at a fraction of the time it takes manually. Exception handling workflows surface the cases that genuinely need human attention, rather than routing everything through a manual queue.
Daylit's automation handles this process end-to-end, freeing your AR team to focus on collections activity and customer relationships rather than data entry.
4. Implement Smart Collections Prioritization
Not every overdue invoice deserves the same level of urgency. A $400,000 account with a strong payment history that is two days past due is a very different situation from a $15,000 account that has not paid in 60 days and has a pattern of dispute escalations.
Smart collections technology applies risk scoring and account value weighting to generate a prioritized daily task list for your AR team. Instead of working through accounts alphabetically or by invoice date, collectors focus first on the accounts where intervention has the most impact on cash flow.
Daylit's AI agents automate the routine follow-up cadence entirely. Reminder emails go out on schedule, payment promises are tracked, and follow-up timing adjusts based on how each customer responds. Collectors are surfaced only the exceptions that require a human call, with full context on each account's history already assembled for them.
The result is a smaller team that can effectively manage a much larger receivables portfolio without dropping accounts through the cracks.
5. Replace Spreadsheets with Purpose-Built AR Software
Spreadsheets are still the default tool at many distribution companies for tracking outstanding invoices, collection activity, and payment promises. They feel familiar, but they carry significant operational risk. Data goes stale the moment it is entered. Version control breaks down across a team. Formulas fail silently. And they provide no audit trail when disputes arise.
Purpose-built AR software gives your team real-time visibility into the full receivables portfolio, accurate aging data, and a reliable record of every customer interaction. The order-to-cash cycle accelerates when the data driving decisions is current and complete rather than reflecting what someone last updated in a shared file.
Daylit is built for the operational reality of mid-market distributors. It integrates directly with the ERPs your team already uses, including QuickBooks, NetSuite, Sage, Xero, and Salesforce, pulling live invoice and payment data so that what your collectors see reflects what is actually happening in the business right now.
6. Track and Resolve Disputes Before They Become Write-Offs
Disputes are one of the most significant drivers of extended DSO at distribution companies. A customer flags a pricing discrepancy, a short shipment, or a damaged goods claim, and the invoice goes into a holding pattern while emails bounce between sales, operations, and the customer's AP team. Weeks pass. The invoice ages. Cash flow suffers.
AR automation with dedicated dispute management capabilities changes that dynamic. Disputes are logged the moment they are raised, routed to the right internal owner, and tracked through to resolution with a full communication record attached. Recurring dispute patterns become visible in reporting, enabling distributors to identify and fix the upstream issues causing them rather than resolving the same problems invoice by invoice.
Daylit's real-time dispute detection flags exceptions early and escalates them to the appropriate team member before they have a chance to stall cash flow. The result is faster resolution, fewer write-offs, and a cleaner receivables ledger.
7. Access Working Capital Without Waiting on Customers to Pay
Even a well-run AR operation has to contend with customers who pay on 45-, 60-, or 90-day terms. For distributors managing payroll, inventory, and vendor obligations in the meantime, the gap between delivering product and collecting payment creates real cash flow pressure.
Most distributors address this by taking on external financing arrangements, negotiating separate credit facilities, or factoring receivables through a third party. Each approach adds cost, complexity, and administrative overhead.
Daylit's FundNow feature is built differently. It gives distributors the ability to access working capital against outstanding invoices directly within the platform, without a separate lender relationship or application process. FundNow is the only embedded invoice financing solution built natively into a mid-market AR automation platform. When you need liquidity before a customer pays, it is already there.
8. Create a Seamless Experience from Order to Payment
Your customers experience your AR process whether you design it intentionally or not. Invoices that arrive late, payment portals that do not match your branding, collection emails that feel generic, and disputes that go unacknowledged all contribute to a customer experience that reflects poorly on your business and slows down payment.
AR automation closes the loop between your operational systems. When your ERP, accounting platform, and AR automation tools are integrated and sharing data in real time, customers receive accurate invoices promptly, can pay through a consistent branded experience, and get timely responses when issues arise.
Daylit integrates with the systems distributors already run on, including QuickBooks, NetSuite, Sage, Xero, and Salesforce, ensuring that the AR process your customers experience is a reflection of the operational standards you hold everywhere else in the business.
The Bottom Line for Distributors
You have already built the operational infrastructure to move product efficiently. The AR process is where revenue either flows smoothly into the business or gets delayed, disputed, and written off.
Daylit is purpose-built for mid-market wholesale distributors who need AI-powered AR automation that works with the complexity of their customer base, not against it. From automated dunning and dispute detection to embedded invoice financing through FundNow, Daylit gives your AR team the tools to reduce DSO, recover more revenue, and stop spending hours on manual work that should not require a human.
Ready to see it in action? Book a demo with Daylit and find out what your AR operation looks like when it is running the way the rest of your business already does.
