
Aanchal Parmar
Product Marketing Manager, Ferry | Flexprice

How AR automation works
The stages here depend on each other. A bottleneck at cash application reverberates back into collections. A gap between cash application and ERP posting creates a reconciliation problem at close. Understanding where each stage ends and the next begins tells you exactly where your current process has gaps.
Invoice creation and delivery
Automated AR starts at the contract. When a deal closes, the billing schedule generates directly from the contract terms: amounts, dates, payment methods, usage thresholds. The invoice goes out without anyone building it manually. When a contract amendment comes in mid-cycle, the schedule updates and recalculates automatically.
If your team is pulling contract terms from a CRM field and building billing schedules in a spreadsheet, the automation hasn't started yet.
Payment reminders and dunning
Automated reminders go out before the due date, on the due date, and at defined intervals past it: 7 days, 15 days, 30 days overdue. In capable platforms, the sequence adapts per customer. Enterprise accounts get a different cadence than self-serve accounts. High-risk accounts escalate faster. Your collections queue gets prioritized without someone manually pulling an aging report and deciding who to chase first.
Cash application
This is the step that either validates your automation investment or shows you where you're still doing things by hand.
Cash application is the matching of incoming payments to open invoices. Sounds simple. In practice, a $47,830.22 wire arrives with a remittance note referencing a contract from 18 months ago, partially covering three invoices, with a $400 deduction that nobody can immediately explain.
AI-powered cash applications handle this. Straight-through processing rates at mature implementations exceed 90%, with some platforms reaching 95%+. Partial payments, duplicates, and unapplied cash get flagged for review instead of sitting unresolved for weeks. (Source: Emagia; Billtrust cash application benchmarks)
Every dollar sitting in unapplied cash is a dollar your DSO calculation is lying about.
ERP journal entry posting
After a payment is matched, it posts automatically to your ERP: NetSuite, QuickBooks, Sage Intacct, Workday. No manual journal entries. No month-end sprint to reconcile the AR subledger against the general ledger. The ledger stays current as payments land.
Revenue recognition and the audit trail
This is where most AR automation platforms stop, and where the problem starts for any finance team that needs audit-ready books.
Once a payment lands and posts to the ERP, the recognized revenue balance needs to update. Deferred revenue decreases. Recognized revenue increases. The journal entry needs to reference the performance obligation it satisfies, the contract clause that defines it, and the recognition rule applied.
A properly built platform logs all of this at the moment each decision is made, not as a report you generate at month-end. Every recognized dollar traces back to the contract. Every journal entry traces back to the event that triggered it.
If an auditor asks you to justify a $200,000 shift in your deferred revenue balance, you should be able to pull the answer in minutes. If it takes hours, or involves opening a spreadsheet, the audit trail isn't there.
64% of organizations are still doing this step manually. The ones using automation have 3.4x fewer audit adjustments.
What AR automation actually delivers
DSO drops. Companies that implement AR automation reduce DSO by an average of 33 days. 99% of organizations using AI in AR report successful DSO reductions; 75% see a reduction of six or more days. (Source: Tesorio 2025; Billtrust AI in AR study) A 10-day DSO reduction on $5M in outstanding receivables frees roughly $137,000 in working capital at a 10% cost of capital.
Bad debt falls. Automated invoicing is associated with a 15% decline in bad debt write-offs. More aggressive implementations cut write-offs by up to 29%. (Source: ResolvePay)
Your team stops spending time on the wrong work. Automation handles 60–80% of routine AR tasks. Automated reconciliation completes 85% faster than manual. The 14 hours a week your team currently spends on collections admin shrinks, and what remains requires judgment rather than data entry. (Source: ResolvePay; Auxis)
Month-end close actually closes. The records are current, not reconstructed. Every payment is matched. Every entry is posted. Every recognized revenue line links back to the contract that authorized it.
What to look for when evaluating an AR automation platform?
Does it start from the contract?
The best platforms generate billing schedules directly from signed contract terms. If your team still builds schedules manually from a spreadsheet downstream of the contract, the workflow has a gap at the beginning. Ask vendors: what is the source of truth for the billing schedule, and what happens to that schedule when a contract amendment comes in?
Does it handle hybrid contracts?
Usage-based billing combined with an annual subscription, in the same contract. Variable consumption. Mid-cycle amendments. If a platform handles only flat-rate recurring invoices, it isn't built for how enterprise B2B revenue actually works in 2026. Test this directly in the demo. Ask the vendor to walk through a contract with two performance obligations and a usage component.
What is the cash application straight-through processing rate?
Ask for the STP rate in a live customer environment, not a demo. Best-in-class is above 90%. Below 80% means a significant share of incoming payments still requires manual handling, which is the problem you're trying to solve.
How deep is the ERP integration?
Pre-built connectors are necessary but not sufficient. The question is whether journal entries post automatically and bi-directionally, or whether there's a manual upload step somewhere in the workflow. Ask the vendor what happens in their system when a payment arrives at 11pm on a Friday.
Does the platform connect AR to revenue recognition?
Some platforms automate collections and cash application and stop there. Others connect the payment to the recognized revenue balance, update the deferred revenue schedule, and post the journal entry, all in one workflow. If your finance team still handles revenue recognition in a separate system or spreadsheet, you have two workflows where one should be enough.
What does the audit trail actually look like?
Don't accept "yes, we have an audit trail" as a complete answer. Ask: can I trace any recognized revenue line back to the contract clause, the recognition rule, and the journal entry that produced it? Can I export that record on demand for an auditor?
"Companies with full audit trail automation have 3.4x fewer audit adjustments and close five days faster than those relying on manual documentation." (Deloitte Revenue Recognition Survey, 2025)
That's the difference between a clean audit and a quarterly fire drill. It's worth asking before you sign.
Ferry's AI agent runs the full workflow: contract terms to billing schedule, invoice to payment, cash application to ERP posting, recognized revenue to journal entry. Every step logs back to the contract. The audit trail is a live record, not a report produced under pressure.
If you run a B2B platform with enterprise contracts, usage-based billing, and an ASC 606 obligation, see how Ferry handles it!























