
Commentary by TSG’s Meghan Callahan, Interchange & Pricing Analyst
Visa’s Commercial Enhanced Data Program (CEDP) is rolling out now, yet many in the industry, even large acquirers, are still scrambling to understand its operational impact. Unlike most interchange adjustments, CEDP isn’t just a rate change or reporting tweak. It alters how qualification is adjudicated, rebates are paid, and risks are absorbed across the ecosystem. The structural changes are discussed in the first article in this series, CEDP Unpacked: What It Is & Why It Matters, but the implications go far beyond mechanics.
Despite the scale of change, industry dialogue has been limited. PayTrace Vice President of Product, Jeremy Boogaart said, “I have been a little bit surprised by the relative lack of conversation and varied readiness around CEDP with our industry partners… I would expect more direct conversation around it.” In practice, the lack of discussion has left many acquirers relying on transitional workarounds while awaiting clarity from Visa. Downstream partners have little guidance on how residuals, reporting, or funding cycles may change.
Post-settlement adjudication has always existed, but CEDP increases the volume. Historically, acquirers have relied on near real-time qualification at clearing, with networks largely validating the values submitted by processors. Now, more transactions are subject to reclassification after clearing, driven by expanded data validation and merchants’ verified versus unverified status.
This shift pressures long-standing acquirer SOPs. Funding models built on the assumption of near-final interchange at clearing now face greater reclassification risk. Acquirers may see adjustments 30-45 days post-settlement of the original transaction.

To adapt, acquirers must implement processes that reconcile lagged interchange with TC-20 reporting and maintain clear audit trails for downstream partners. Reclassifications arrive as adjustment transactions that have to be tied back to original clearing records, aligned with merchant billing, and reconciled against partner residuals. What was once a low-volume exception process is now a recurring operational burden. For partners, this means closer scrutiny of residual reporting and payouts, and ensuring merchants are accurately reconciled. As PayTrace put it, the changes “require us to manually look at it… It’s extra effort on the front end at the moment to make sure we are getting whole on transactions.”
To manage the transition, providers like PayTrace have implemented “structured manual workflows for merchant monitoring and reconciliation to ensure accuracy for clients” while the industry contends with ongoing ambiguity. Importantly, they do not view these measures as a full solution, but as a bridge. “We have a clear roadmap to automate these functions, and we anticipate this evolution will happen rapidly,” Boogaart added.
Whether focused on B2B or B2C, acquirers and processors need systems in place to handle these new workflows. With commercial card usage rising, and even the smallest merchants relying on enhanced data to minimize costs, inaction risks more frequent downgrades, non-compliance with network rules, and mounting frustration across the merchant base. For some, this increased operational burden may outweigh the perceived benefits. But for B2B- and enterprise-focused providers, the investment in upgraded systems is mission critical. Manual reconciliation and monitoring may suffice in the near term, but providers should prioritize transparency and move quickly towards automation to ensure long-term scalability.
These short-term workarounds may buy time, but they won’t resolve the deeper challenges CEDP introduces. The program spans pricing, funding, reporting, and compliance, touching multiple parts of every provider’s organization. As Boogaart noted, “Even inside the same company, depending on the tech stack, there are varied levels of preparedness.” That makes CEDP less about patching workflows and more about organizational readiness. Ultimately, success depends on how well providers can coordinate across teams and communicate with downstream partners and merchants.
It is clear that CEDP is moving faster than the conversation. That silence could prove costly. “The program changes span many different departments and require a lot of merchant communication and education… I would suggest making sure that CEDP knowledge isn’t siloed in any one team,” recommends PayTrace. Processors, acquirers, and service providers need to approach CEDP strategically and in partnership. There is an opportunity to win merchant trust and satisfaction, but all of that hinges on clear communication. CEDP isn’t just a technical update; it’s a litmus test for operational maturity and leadership across the payments ecosystem.
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