What is Visa Dispute Intelligence? How the New Tool Helps Merchants Optimize Their Chargeback Strategy
A few weeks ago, I spoke about a new tool from Visa called the Visa Dispute Document Analyzer.
The tool, which aims to streamline the process of filling out and submitting Visa dispute documentation, was introduced back in October 2025 alongside another offering, called Visa Dispute Intelligence. In today’s article, I want to examine the specifics of how Visa Dispute Intelligence works, and outline how it can help merchants to make better use of their resources, save time, and remove guesswork from dispute responses.
Recommended reading
- Visa Chargeback Rules: Your “A-to-Z” Guide for Visa Disputes
- Visa Chargeback Time Limits: The 2026 Guide
- How Visa Dispute Document Analyzer Saves Time & Money
- VAMP Enforcement October 1, 2025: Merchant Impact Analysis
- Visa Chargeback Fees: 8 Tips to Help You Cut Dispute Costs
- Visa Acquirer Monitoring Program: Major Visa Updates in 2026
What is Visa Dispute Intelligence?
- Visa Dispute Intelligence
Visa Dispute Intelligence, or VDI, is an AI-driven scoring tool built into Visa Resolve Online. When a dispute enters the system, VDI analyzes its characteristics and generates a probability score estimating the likelihood of a successful outcome at each stage of the process.
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Visa Dispute Intelligence is a decision-support tool. It provides data to inform your choices, but it doesn’t automatically resolve disputes or guarantee outcomes. Think of it as an automatic “second opinion” about each dispute, backed by Visa’s data on millions of historical disputes. But, whether you act on that opinion is your call.
Visa introduced VDI in October 2025 as part of its VisaNet Business Enhancements, alongside a companion tool called the Visa Dispute Document Analyzer. Both tools are built into Visa Resolve Online (VROL), Visa's global dispute processing platform.
Together, these tools aim to streamline how merchants and issuers handle the dispute process. It's worth noting that both features are optional, though. Acquirers and issuers can choose whether to enable them, which means merchant access will vary depending on their payment provider's decisions.
Industry data suggests merchants win somewhere around 45% of the disputes they actively fight. But the net recovery rate — the percentage of total chargebacks where merchants actually get their money back — hovers somewhere between 12-18%.
Most merchants aren't fighting enough disputes, and many of the disputes they do fight aren't worth the effort. The challenge is figuring out which is which; this is the problem VDI attempts to solve.
How VDI Works
VDI examines each claim, comparing it against Visa’s reservoir of historical dispute data. It then generates a simple score, estimating the user’s probability of winning a dispute.
Visa hasn’t yet made detailed documentation regarding the exact methodology of Visa Dispute Intelligence public, so many aspects of how the tool operates remain unclear. But, here’s what we know so far (or at least, what we can reasonably infer).
VDI operates within VROL, which means the scoring happens inside Visa's dispute management infrastructure. When a dispute is filed, VDI analyzes the case and generates a report. This score is designed to help the user — whether that’s an issuer evaluating a cardholder’s claim, or an acquirer deciding whether to fight on a merchant’s behalf — to make more informed decisions.
Based on Visa's existing AI tools and the data available within VROL, the probability score likely considers factors such as:
- The dispute reason code and historical win rates for similar cases
- Transaction characteristics like amount, merchant category, and whether the transaction was card-present or card-not-present
- Prior dispute history between the cardholder and merchant
- Indicators of evidence availability, such as whether the merchant participates in Order Insight
- Whether the dispute might qualify for Compelling Evidence 3.0 criteria
What’s less clear is the granularity of the score. Visa also hasn’t yet published guidance on score thresholds; there's no official framework or guide saying “above X% you should fight, below Y% you should accept.”
VDI provides guidance, not guarantees. A high probability score doesn’t mean you’ll automatically win, nor does a low score mean victory is impossible (assuming you have the right evidence). The score reflects patterns in Visa’s data, but every dispute has unique circumstances that a probability model can’t fully capture.
What VDI Means for Merchants
The potential benefits for merchants of using VDI are significant, including better decisions regarding whether to respond to chargebacks, and thus better cost management and time savings.
The most obvious advantage is better and more informed decisions about whether you should fight or accept a chargeback.
A lot of merchants use crude heuristics to decide which disputes to contest. Fighting everything over $50, for example, or accepting any dispute with a “fraud” reason code (i.e. reason code 10.4: Other Fraud — Card-absent Environment). Visa Dispute Intelligence offers a more nuanced approach, providing case-specific data to support what has traditionally been guesswork. This translates directly into time savings.
Dispute representment is labor-intensive; gathering evidence, writing rebuttal letters, and managing deadlines can consume hours per case. If VDI helps you identify which cases are unlikely to succeed, you can direct your time, money, and effort toward disputes with better odds. Cost management follows naturally, as every hour spent on a losing dispute is an hour you’re not spending on something more productive.
You could still see savings even if you’re paying a third-party service to handle disputes. Let’s say that you’re paying for representment servicing on a per-dispute basis; filtering out low-probability cases could meaningfully reduce your expenses.
Are There Any Drawbacks to Using Visa Dispute Intelligence?
Merchants can only access VDI through their processor, and not all processors have decided to sign on yet. Also VDI is just an advisory tool; banks are not required to follow the tool’s recommendations.
I wouldn’t necessarily say there are any significant drawbacks. That said, there are important caveats I want to mention.
First, most merchants don't interact with Visa Resolve Online directly. Your acquirer or processor accesses VROL on your behalf. Thus, your ability to see Visa Dispute Intelligence scores depends on whether your provider has enabled the feature and is willing to share that data with you. If your processor hasn’t adopted VDI — or doesn’t share the information — then you won’t benefit from it.
Second, VDI is still new, and adoption is not yet widespread. Many processors are taking a “wait-and-see” approach, evaluating whether the tool delivers meaningful value before integrating it into their workflows.
Third, VDI is advisory. Even a high probability score doesn't obligate the issuing bank to rule in your favor. The issuer still makes the final decision. Factors outside the model, like the cardholder’s relationship with their bank, for instance, can influence outcomes.
Among merchants that work with a processor that has enabled the feature and shares the data, I’d say there are two primary subsets of merchants that are most likely to benefit from VDI:
Low-volume merchants, or those using comprehensive third-party dispute management services, may not see much immediate value from the tool.
Visa Dispute Intelligence complements — rather than replaces — existing Visa tools like Order Insight and Rapid Dispute Resolution. A smart dispute strategy uses Order Insight and Compelling Evidence 3.0 to prevent disputes, RDR to auto-resolve low-value cases, and VDI to prioritize which remaining cases to fight. You would then use the Document Analyzer to build the strongest possible response for those cases you decide to contest.
Key Questions to Ask Regarding VDI
Whether Visa Dispute Intelligence is something you should incorporate into your strategy makes business depends on several factors. Start by asking the following questions:
Even if VDI isn’t available to you today, the underlying principle still applies: not all disputes are worth fighting.
You can build your own decision framework by tracking win rates by reason code, setting transaction amount thresholds based on your cost to fight, prioritizing cases where you have strong evidence, and analyzing outcomes to refine your approach over time. The merchants who succeed at dispute management aren't necessarily the ones who fight the most. Rather, they’re the ones who fight smart.
The Bigger Picture Regarding Visa Dispute Management
Visa Dispute Intelligence is a tool, not a strategy. It can help you make better decisions about individual disputes, but it can't fix a broken dispute management process. The most effective approach to Visa dispute management has always been prevention.
Use VDI to assess win probability. Focus your evidence-gathering efforts on cases with favorable odds. Accept losses strategically on disputes where the math doesn’t work. But, don’t lose sight of the bigger picture.
Your long-term dispute ratio matters more than individual case outcomes. Even a “won” dispute still counts against you. So, sometimes accepting a loss and moving on is the right call, especially if fighting would consume resources better spent on prevention.
Here’s the honest truth: even the best probability score can’t eliminate the inherent challenges of the dispute system. VDI helps you make smarter decisions about which battles to fight. But preventing those battles in the first place remains your most effective strategy.
FAQs
How do I access Visa Dispute Intelligence?
VDI is a feature within Visa Resolve Online (VROL). Most merchants don’t access VROL directly, but rather, through their processor. Contact your payment provider to ask whether they’ve enabled VDI and whether they can share probability scores for your disputes.
Does VDI guarantee I’ll win if the score is high?
No. VDI provides a probability estimate based on dispute characteristics and historical patterns. A high score indicates favorable conditions, but the issuing bank still makes the final decision. Many factors outside the model can influence outcomes.
Is there a cost to use VDI?
Visa hasn’t published specific, itemized fees for VDI usage. Any costs would likely be incorporated into your processor’s pricing or VROL access fees. Check with your processor about the cost implications of enabling enhanced dispute tools.
Does VDI work for Mastercard disputes?
No. VDI is a Visa-specific tool within VROL. Mastercard disputes use separate systems and processes. If you process significant volume on both networks, you’ll need different approaches for each.
What’s the difference between VDI and the Visa Dispute Document Analyzer?
VDI provides a probability score to help you decide whether to fight a dispute. The Document Analyzer helps you build your case by automatically filling out the CE3.0 questionnaire based on documents you submit. They’re complementary tools, but accomplish different things.
