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Workflow Commerce Through the CFO’s Lens: Why B2B Payment Workflows Are a Finance Problem

When payments and financial operations don’t talk to each other, finance absorbs the cost. Here’s what that actually looks like, and how to fix it.

Read time: 5 minutes

The payment cleared on Tuesday. The invoice didn’t close until Friday. Nobody flagged it as a problem because from a payments standpoint, nothing went wrong. The customer paid on time and the funds arrived as expected.

But those three days in between are where your working capital problem actually lives.

This is the part of B2B payment operations that rarely gets examined as a payment problem. It gets absorbed into finance as reconciliation overhead, or accepted as the natural lag of a manual close process, or written off as something that would improve with more headcount. What it actually reflects is a structural gap between how B2B payment workflows function and how financial operations need them to work, and closing that gap is one of the more consequential decisions a CFO can make.

That gap is what Workflow Commerce is designed to address.

What Is Workflow Commerce? 

Workflow Commerce starts with a straightforward observation: in B2B, a payment is never just a transaction. It originates in a contract, a purchase order, a project milestone, or an invoice generated inside an ERP. Before a customer pays anything, that payment has already moved through approval logic, touched credit terms, and been tied to a set of operational obligations the business needs to track. After the payment clears, the invoice has to be marked settled, the customer balance has to update, the reconciliation has to close, and finance needs an accurate picture of what’s outstanding and what’s genuinely collectible. 

Most payment systems handle the moment of acceptance reasonably well. What they don’t handle well is everything surrounding it. 

The dominant approach to B2B payments over the last decade has been digitization, converting paper-based processes to electronic ones. That progress was real and necessary, but digitization and orchestration are fundamentally different things. Digitization converts a process; orchestration connects them. Most B2B finance operations have digitized their payments without orchestrating them, which means the transaction gets processed electronically while the payment data still has to be exported, matched, and manually reconciled against what the ERP expects. 

Workflow Commerce is the operating model that closes that gap. It’s payments designed to function as infrastructure inside the business, connected to invoicing, reconciliation, ERP records, and workflow logic, rather than as a transactional layer sitting adjacent to operations. 

For a deeper look at where B2B payment workflows break down and why the transaction succeeding isn’t the same thing as the workflow succeeding, this piece gets into the specifics.

Why This Is a Finance Leadership Problem 

The version of this that CFOs and VPs of Finance recognize immediately isn’t about payment infrastructure. It’s about what happens in finance every month when the books need to close. 

Payment acceptance is functioning. Processing is running. By every metric the payment system surfaces, things look fine. And yet the close cycle still drags, the AR aging report is still a few days behind, and the working capital forecast is still built on assumptions because there’s no clean, real-time view of what’s resolved and what’s genuinely at risk. 

That operational overhead doesn’t show up as a payment failure, which is precisely why it rarely gets traced back to payment infrastructure. Instead it gets framed as a staffing issue, a systems limitation, or simply the cost of operating at this scale. The gap between what the payment system knows and what the ERP needs to know is filled by people, and filling it manually shows up in close cycle length, reporting lag, and the capacity of a finance team spending a meaningful portion of every month on reconciliation rather than analysis.

Where the Gap Shows Up in Practice 

For a CFO evaluating where B2B payment workflows are creating operational drag, the friction points tend to cluster in the same places regardless of industry. 

Reconciliation lag is the most common. Payment data and ERP records aren’t syncing in real time, so someone has to manually pull payment files, match them against open invoices, and clear exceptions before the books can close. The process isn’t broken, it’s just absorbing overhead that scales directly with payment volume. 

AR visibility is the second pressure point. A customer paid three days ago, but the ERP doesn’t reflect it yet because the sync hasn’t run. Every downstream decision about when to follow up, what’s genuinely at risk, and how much working capital is available is made with incomplete data. 

Cash application exceptions are the third. Payments that don’t match cleanly, because of a partial payment, a remittance discrepancy, or a credit that wasn’t applied correctly, require manual intervention before the books reflect what’s actually happened. At low volume this is manageable. At scale it becomes a meaningful operational burden. 

None of this is a consequence of a poorly functioning payment system. It’s the consequence of payment systems and financial operations systems that weren’t designed to share a coherent, real-time picture of the business. 

What Changes When Payments Operate Inside the Workflow 

When payment infrastructure is built to operate inside financial workflows rather than alongside them, the impact runs through the full invoice-to-cash cycle. 

Payment activity updates ERP records at settlement. Invoices close, customer balances reflect accurately, and reconciliation happens within the same workflow that generated the financial obligation rather than in a separate downstream process. Workflow logic, the business rules governing approvals, credit terms, follow-up sequences, and exception handling, can drive payment behavior automatically rather than requiring someone to catch and route exceptions by hand. 

The more consequential shift is in financial visibility. When payment workflows are genuinely connected to operational systems, finance has a live picture of receivables rather than a lagging one assembled from exports. Working capital decisions are based on current data. The close cycle stops being held up by reconciliation that hasn’t finished, and finance teams stop spending capacity on work the system should be doing.

The Strategic Frame for Finance Leaders 

Workflow Commerce isn’t a technology decision that belongs in an IT evaluation. It’s a financial operations decision, and it belongs in the same conversation finance leaders are already having about close cycle performance, working capital efficiency, and AR team capacity. 

The businesses moving from transaction optimization to workflow orchestration gain working capital clarity, reduce the overhead embedded in every close cycle, and give their finance teams the capacity to do the work finance is actually supposed to do: analyzing, forecasting, and driving decisions rather than reconciling and managing exceptions a well-designed system would handle automatically. 

For a CFO evaluating payment infrastructure, the right question isn’t whether the system processes payments. It’s whether the system makes financial operations more accurate, more visible, and more in control. That’s the standard Workflow Commerce is built to meet, and the standard Fortis is built to deliver. 

If you’re ready to evaluate where your current B2B payment workflows are creating operational drag, let’s talk. 

Visa CEDP: Your B2B Payment Rates Now Depend on Your Data Quality

Eight months into Visa’s Commercial Enhanced Data Program, the cost of non-verification is showing up on processing statements. Most businesses are finding the problem starts well before a payment is made. 

Visa’s Commercial Enhanced Data Program (CEDP) began actively assessing merchant data in October 2025. For the first several months, many B2B businesses felt limited impact. That’s changing fast. 

As more transaction history accumulates under Visa’s AI-driven validation model, businesses are seeing the real cost on their processing statements. Some are further from compliance than they thought. And most are discovering the problem isn’t their payment processor—it’s the data flowing into payments from their business systems. 

We covered the mechanics of CEDP (including how verification works, what the interchange rate differences look like, and how Fortis-integrated ERP platforms support compliance) in an earlier post. This post is about what businesses are finding out now that the program is real and the costs are visible.

What Is Visa CEDP and How Does Verification Work? 

Visa’s Commercial Enhanced Data Program (CEDP) replaces the traditional Level 2 and Level 3 interchange framework with a single AI-driven verification model. To qualify for Visa’s preferred Product 3 interchange rates, merchants must pass an ongoing review of their transaction data. The required fields go well beyond basic payment information and include: 

  • Purchase order numbers 
  • Product descriptions and SKUs 
  • Quantities and unit costs 
  • Extended line-item totals 
  • Tax information, including tax-exempt status 
  • Freight and shipping amounts 
  • Duty amounts where applicable 

Visa evaluates qualification transaction by transaction but determines verification status at the merchant level. If your data doesn’t consistently meet Visa’s requirements across your transaction history, your entire account misses Product 3 rates—even if most of your transactions are clean. Visa retired the legacy Level 2 and Level 3 commercial interchange framework in April 2026, so there’s no fallback path for Visa Product 3 qualification. 

Businesses without verified status may see rate increases of approximately 0.75% depending on card category and transaction profile. At meaningful B2B payment volume, that is a material and recurring cost.

Why Are So Many B2B Businesses Failing CEDP Verification? 

Two things are tripping businesses up, and the second one is less obvious than the first. 

The first is the end of data backfilling. For years, some businesses believed they were processing at Level 3 standards because their processors were manufacturing required data fields behind the scenes. Visa’s AI validation reviews actual transaction data, and backfilled or incomplete fields do not pass. Businesses that were relying on that shortcut, often without knowing it, are now finding out the hard way. 

The second and more widespread issue is ERP data quality and connectivity. 

PO numbers, SKUs, unit costs, freight details, tax amounts and status: that information originates in your ERP, your order management system, your invoicing workflow. It doesn’t live in your payment process. If it’s incomplete, inconsistently captured, or siloed from your payment integration, no processor can fix it at the point of transaction. 

“CEDP is revealing something that has been true for a long time: payment performance is downstream of data quality,” says Kevin Shamoun, SVP, Product & Innovation, Fortis. “If the information in your ERP is incomplete or siloed, it will show up in your interchange rates now. The businesses that treat this as an operational readiness problem, not just a payments compliance question, are the ones that will come out ahead.”  

ERPs were built to manage inventory, customer records, invoicing, and finance—not payment data requirements. For many businesses, the data Visa needs technically exists somewhere in their systems. It just isn’t flowing cleanly and consistently into payment transactions the way CEDP now requires.

What Data Does Visa CEDP Actually Require? 

CEDP verification requires complete, accurate transaction-level data with each B2B Visa card payment. The challenge isn’t knowing what the fields are—Visa has published those clearly. The challenge is whether your business systems can reliably produce and transmit that data for every transaction, across every payment path. 

That includes standard invoiced sales—but also counter transactions, customer down payments, partial orders, and every other payment scenario your business runs. Each one carries its own data completeness risk, and Visa’s all-or-nothing merchant-level verification means a weak transaction type can drag down your entire account’s qualification status.

What Should Finance Leaders Be Asking About CEDP Readiness? 

If you are evaluating your CEDP position, the right starting point is not your payment processor’s dashboard. It is your order-to-cash process. 

Start by mapping where transaction data falls off. From quote to order to invoice to payment, track where line-item detail gets recorded and where it gets dropped. The gaps in that map are your CEDP risk. 

Counter transactions, customer down payments, and partial orders tend to carry less detail than standard invoiced sales—and they’re the transaction types businesses most often overlook when assessing their compliance position. 

Also look at how directly your ERP connects to your payment integration. If required fields need manual entry or aren’t mapped directly from your ERP, you’re relying on a process that produces inconsistent data at scale—and inconsistent data fails verification. 

Finally, know your Visa commercial card volume. The higher the volume, the higher the financial exposure of non-verification. That number helps you build the business case for closing gaps and prioritize where to start.

Visa CEDP compliance is an opportunity, not just a requirement 

CEDP is a compliance requirement. It’s also a forcing function for getting business data and payment data into genuine alignment—something most B2B teams have been putting off. 

Businesses that close that gap will not just qualify for better B2B interchange rates. They will have cleaner transaction records, better reporting visibility, and payment workflows that actually reflect how their business operates. That compounds over time. Better data means fewer reconciliation exceptions, more accurate cash flow visibility, and a stronger foundation for whatever payment requirements come next. 

The businesses that treat CEDP as a one-time fix will keep fighting this battle. The ones that treat it as a reason to modernize how operational data connects to payments will be in a meaningfully better position going forward, on costs, on efficiency, and on readiness.

Ready to Assess Your CEDP Readiness? 

Payment rates that depend on data quality aren’t a future problem. They’re on statements right now. If you want to know where your gaps are and what it would take to close them, talk to us. 

Talk to a Fortis Expert