Merchant Reconciliation Software That Catches Hidden Fee Leakage

Kosh AI Checks Every Acquirer's MDR Against What You Were Actually Charged, So Nothing Gets Deducted Without an Explanation

  • Compares Charged MDR Against Contracted Rates, Per Transaction
  • Flags Interchange and Scheme Fee Variances Automatically
  • Matches Every Merchant ID to Its Settlement and Bank Deposit
  • Surfaces Which Acquirer Is Quietly Costing You the Most
Kosh AI Merchant Reconciliation Software Dashboard

NEW 2026 Merchant Reconciliation Tool

Your Acquirer Statement Says One Thing Does Your Bank Deposit Say the Same?

Most finance teams accept the MDR an acquirer deducts without checking it against the contracted rate. Kosh AI recalculates the expected fee for every transaction and flags the gap before it becomes a pattern.

How Kosh AI Finds Fee Leakage Across Every Acquirer

A merchant account rarely gets charged the exact rate quoted at onboarding. Interchange changes, scheme fees shift, and a card type gets miscategorized, and all of it shows up as a slightly smaller settlement than expected. Most finance teams never check closely enough to notice. Kosh AI does the check on every single transaction.

Proven Results From Automated Merchant Reconciliation

Konica Minolta Business Solutions, U.S.A., Inc.
Ring Container
Conference Direct

How Merchant Reconciliation Software Catches Fee Leakage in Four Steps

You don't need to renegotiate your acquirer contracts before you can see where the money is going. Kosh AI starts from the rate card you already have and checks every transaction against it.

  • Contracted Rates Loaded First: Kosh AI starts from your actual acquirer agreements, not a generic fee assumption.
  • Transactions From Every Merchant ID: Card, UPI, and net banking transactions are pulled in from every acquirer and processor you hold an MID with.
  • No Manual Downloads: There's no need to log into each acquirer portal and export a settlement file separately.
  • Ready as Settlements Post: New settlement files are available to check the moment an acquirer reports them.
  • Done Per Transaction: Kosh AI works out the expected MDR for every transaction, not a monthly average.
  • Interchange and Scheme Fees Separated: Variance is broken down so you can tell a card-type miscategorization from a genuine rate error.
  • Thresholds You Control: Set how much variance is worth flagging, so small rounding differences don't clutter the review queue.
  • Improves With Use: Matching accuracy gets sharper the longer Kosh AI works with your acquirer mix.
  • Carried Through to the Bank: Matched settlements are confirmed against the bank deposits that actually fund the account.
  • Unsettled Transactions Flagged: A transaction that never settles is surfaced within the same reconciliation cycle.
  • Sorted by Size and Age: The exceptions most likely to need attention rise to the top of the review list.
  • Resolved Before Month-End: Open exceptions are cleared in time to close the books without a scramble.
  • Effective Rate Tracked Over Time: See the real cost per acquirer, not the rate quoted at onboarding.
  • Reports for Any Audience: Pull a summary for finance or a full detail file for an acquirer renewal conversation.
  • A Trail for Every Match: Transaction, fee, and deposit detail stay attached to every reconciled record.
  • Acquirer Mix Confidence: Always know which acquirers are reconciling cleanly and which are worth renegotiating.

Merchant Reconciliation That Fits How You Accept Payments

No two merchant setups run the same mix of acquirers and processors. Kosh AI fits the accounts you manage, the industry you operate in, and how your finance team is structured.

Card Acquirers

Card settlements are checked against contracted MDR and interchange rates for every card type.

Bank-Led Acquiring

Settlement reports from bank-led acquiring relationships are reconciled alongside third-party processors.

Cross-Border Acquirers

Multi-currency settlements are matched with FX variance tracked separately from genuine fee shortfalls.

Chargebacks and Refunds

Chargebacks and refunds are tracked against the original transaction so the net merchant position stays accurate.

Retail and Franchise Networks

High transaction volumes across multiple merchant IDs are checked for fee leakage without a manual review each week.

Ecommerce and D2C

Fast settlement cycles across multiple acquirers are matched and fee-checked as quickly as they post.

Travel and Hospitality

Higher-value transactions with delayed settlement timelines are matched down to the booking, not just the batch total.

Marketplaces and Platforms

Merchant-of-record settlements are reconciled alongside the commissions and payouts owed to sellers.

Merchant Reconciliation at Scale

Kosh AI centralizes fee and settlement checks for high-volume merchants, giving finance real-time visibility across every acquirer.

  • Check millions of transactions against contracted MDR in one system.
  • Spot settlement gaps with 15+ ML-driven risk models.
  • Keep a fully documented trail behind every transaction-to-bank match.
  • Merchant Reconciliation for Growing Businesses

    Kosh AI gives smaller finance teams automated fee and settlement checks without adding headcount as transaction volume grows.

  • Replace manual acquirer report matching with automatic reconciliation.
  • Handle a growing acquirer mix without extra staff.
  • Go live in weeks with ready-made acquirer connectors.
  • What Finance Teams Actually Get From Fee-Aware Merchant Reconciliation

    Most reconciliation tools check whether a batch total roughly matches. Kosh AI checks whether you were charged the rate you actually agreed to, transaction by transaction.

    1

    Stop Fee Leakage Before It Adds Up

    A card miscategorized into a higher interchange tier is caught the same cycle, not discovered a year later in an annual fee audit.

    2

    Walk Into Renewals With Real Numbers

    Effective MDR by acquirer, tracked over time, gives your negotiation real leverage instead of a rate card from the last contract.

    3

    Catch Unsettled Transactions Before They Pile Up

    A transaction that never settles is flagged within the same cycle, not discovered weeks later during a cash shortfall review.

    4

    Close Faster Across Every Acquirer

    Every merchant account is reconciled in one system instead of one spreadsheet per acquirer.

    5

    Reduce Disputes With Acquiring Partners

    A documented transaction-to-settlement trail makes it easier to resolve acquirer discrepancies without back-and-forth.

    6

    Scale Without Adding Reconciliation Headcount

    Transaction volume can grow without a proportional increase in manual settlement matching work.

    The Results of Automating Merchant Fee and Settlement Reconciliation

    65%Faster Settlement Reconciliation
    85%Of Transactions Matched Without Help
    90%Fewer Manually Re-Keyed Entries

    Integrate Seamlessly with Your Existing ERP Systems

    Kosh AI connects directly with all major banks and ERPs, enabling real-time data sync for faster, more accurate reconciliations—no manual uploads, no delays.

    Why Fee-Level Checking Beats Batch-Level Reconciliation

    Most reconciliation processes stop at confirming a settlement batch total looks right. That misses the fee leakage hiding inside the batch. Kosh AI checks one level deeper.

    Smart matching icon

    Transaction-Level Fee Verification

    Kosh AI recalculates the expected fee for every transaction against your actual contracted rate, not just a batch estimate.

    Exception handling icon

    Turn Fee Gaps Into Actionable Exceptions

    A fee variance comes with the acquirer, card type, and expected rate attached, not just a line in a report.

    Learning system icon

    Improve Matching Accuracy With Every Settlement Cycle

    Every resolved exception feeds back into how Kosh AI matches that acquirer's settlements going forward.

    Flexible matching icon

    Handle Any Acquirer Mix You Add

    From a single acquiring bank to a dozen regional processors, Kosh AI handles the reconciliation logic each one needs.

    What Is Merchant Reconciliation Software?

    Merchant reconciliation software checks every transaction a business processes against what an acquirer actually settled for it, and against the contracted MDR the business agreed to pay. Most reconciliation tools stop at confirming a batch total roughly matches. Kosh AI goes a level deeper, recalculating the expected interchange and scheme fee for every individual transaction and flagging anything that doesn't match the agreed rate. That difference matters, because fee leakage from a miscategorized card type or a stale rate card rarely shows up as a dramatic error. It shows up as a settlement that's consistently a little smaller than it should be, month after month, until someone finally adds it up.

    Merchant reconciliation dashboard illustration

    Batch-Level vs. Transaction-Level Merchant Reconciliation

    Most reconciliation processes check whether a settlement batch total is roughly right. Kosh AI checks whether every transaction inside it was charged correctly.

    What You're Comparing Transaction-Level Reconciliation Batch-Level or Manual Reconciliation
    Checking MDR AccuracyExpected fee recalculated for every transaction against the contracted rate.Batch totals are eyeballed; individual fee errors go unnoticed.
    Spotting Unsettled TransactionsTransactions that never settle are flagged within the same reconciliation cycle.Unsettled transactions often surface only when a cash shortfall forces a review.
    Handling Multiple AcquirersEvery acquirer and MID is reconciled together in one system.Each acquirer usually needs its own spreadsheet and its own process.
    Acquirer Renewal NegotiationsEffective rate by acquirer tracked over time, ready for the next conversation.Negotiations start from the rate card, with no visibility into what's actually charged.
    Confirming Bank DepositsSettlements are matched through to the actual bank deposit that funds the account.Bank deposits are checked separately, often without being tied back to specific transactions.
    Scaling With Transaction VolumeA growing transaction volume or a new acquirer doesn't require more manual matching staff.Transaction growth usually means more hours spent reconciling settlements every cycle.

    Find Out What Fee Leakage Is Costing You in Just Weeks

    Set up Kosh AI, load your acquirer rate cards, and see within the first close cycle whether your settlements actually match what you agreed to pay.

    Schedule a Quick Demo
    Loreal Touchless

    Why Acquirer Fees Rarely Match the Rate Card You Signed

    When a business signs an acquirer agreement, it comes with a rate card: a quoted MDR per card type, plus interchange and scheme fees that get passed through. In practice, very few finance teams ever check whether the fee actually deducted on a given transaction matches that rate card. A debit card gets processed as a premium credit card. A domestic transaction gets routed as international. A promotional rate expires without anyone updating the contract. None of these show up as an obvious error on a bank statement; they just quietly shrink the settlement a little each time.

    The case for merchant reconciliation software isn't really about matching transactions, which most finance teams already do at some level. It's about verifying the fee itself, transaction by transaction, which almost nobody does because it's too tedious to do by hand. A single miscategorized card type might cost a few rupees on one transaction, but multiplied across thousands of transactions a month, it becomes a real line item that nobody budgeted for and nobody is tracking down.

    There's also a negotiating angle that's easy to miss. When an acquirer contract comes up for renewal, most finance teams negotiate from the rate card, not from what they've actually been paying. A tool that tracks effective MDR by acquirer over the life of the contract gives that renewal conversation real data: not what the acquirer says the rate is, but what it has actually been.

    Who Actually Needs Merchant Reconciliation Software

    It's not only for businesses running a dozen acquirers. Here's who tends to benefit most.

    Finance team icon

    For Finance Teams Who Suspect Fee Leakage

    If settlements feel consistently a little short but nobody can point to why, a transaction-level fee check usually finds the answer.

    Multi-acquirer icon

    For Businesses Working With More Than One Acquirer

    The moment a second acquirer is added, manual reconciliation effort roughly doubles, which is exactly where automation pays off.

    High volume icon

    For High-Transaction-Volume Merchants

    Businesses processing thousands of transactions a day can't realistically spot-check fees manually without missing real leakage.

    Franchise icon

    For Multi-Location and Franchise Businesses

    Settlements across many storefronts add a reconciliation step that's easy to under-track without automation.

    Procurement icon

    For Teams Preparing for an Acquirer Renewal

    Effective rate history by acquirer turns a renewal negotiation from a guess into a data-backed conversation.

    Finance leadership icon

    For Finance Leaders Who Need Reliable Cash Visibility

    Knowing exactly which settlements have cleared, and at the right rate, matters for planning.

    Merchant Reconciliation Software: An Honest Assessment

    No tool is a perfect fit for every business. Here's an honest look at what merchant reconciliation software gets right, and what's worth planning around before you adopt it.

    • Finds Fee Leakage Others Miss: Transaction-level fee checks catch miscategorized card types and stale rates that batch-level checks never surface.
    • Catches Unsettled Transactions Early: A transaction that never settles is flagged within the same cycle, not discovered during a cash shortfall review.
    • Stronger Acquirer Negotiations: Effective rate history gives finance real data for the next contract renewal.
    • Scales With Transaction Growth: A growing transaction volume doesn't require a proportional increase in manual reconciliation staff.
    • Full Transaction-to-Bank Trail: Every match keeps the transaction, fee, and deposit record attached for audits or acquirer disputes.
    • Rate Cards Must Be Accurate: Fee checks are only as good as the contracted rate data loaded into the system, so that needs to be kept current.
    • Upfront Acquirer Setup: Connecting every acquirer and mapping its settlement report format takes real effort before reconciliation runs smoothly.
    • Report Format Changes: When an acquirer changes its settlement report format, mappings may need a quick update.
    • Not a Fix for Terminal Issues: Software can flag a failed transaction that still shows as successful, but it won't fix the terminal bug causing it.
    • Negotiation Is Still Manual: The software gives you the data for a better acquirer conversation, but someone still has to have that conversation.

    Merchant Reconciliation Software FAQs

    What is merchant reconciliation software?

    Merchant reconciliation software matches every transaction a business processes against the settlement and bank deposit it's eventually paid out in, and checks whether the MDR charged matches the contracted rate. Kosh AI does this at the transaction level, not just the batch level, flagging fee variances and unsettled transactions as they happen.

    How is this different from just checking that settlement totals match?

    Checking batch totals only confirms the overall number looks roughly right. It won't catch a single card type being miscategorized into a higher interchange tier, which quietly shrinks every transaction of that type. Kosh AI recalculates the expected fee per transaction, so fee leakage is caught at the source.

    Why is merchant reconciliation software important for businesses?

    A transaction that never settles, or an MDR that's consistently a bit higher than contracted, can go unnoticed for months without reconciliation. Merchant reconciliation software catches both as they happen, which matters for accurate revenue reporting and controlling payment costs.

    Which acquirers and processors does this software cover?

    In practice, any acquirer your business works with can be reconciled, including major card networks, bank-led acquiring relationships, and regional processors. Kosh AI supports multiple acquirers and processors out of the box.

    How is merchant reconciliation different from settlement reconciliation?

    Merchant reconciliation checks individual transactions against contracted fees and matches them to settlements. Settlement reconciliation is a closely related process focused on confirming settlement reports tie out to bank deposits. Kosh AI supports both, built for how each business actually gets paid.

    Can merchant reconciliation software connect to my acquirers and ERP?

    Yes, most merchant reconciliation software is built to pull transaction data from common point of sale and billing systems and settlement data from major acquirers. Kosh AI connects to leading acquirers and processors, alongside ERPs like SAP, Oracle, NetSuite, and QuickBooks, so data flows in without manual exports.

    Does this software replace the need for a finance team?

    No, but it takes most of the manual fee-checking and settlement-matching work off their plate. Kosh AI handles routine matching automatically, so your finance team can focus on investigating genuine exceptions and acting on fee leakage, not reconstructing the trail by hand.

    What happens when a transaction's fee doesn't match the contracted rate?

    It gets flagged as an exception within the same reconciliation cycle, with the acquirer, card type, expected rate, and actual charge already attached. From there, it's routed for review instead of sitting unnoticed in next year's fee audit.

    How long does it take to implement merchant reconciliation software?

    Most businesses can have their main acquirers reconciling automatically within a few weeks, since the software connects to accounts you already use. Kosh AI follows a similar timeline, with businesses running many acquirers typically taking 2 to 3 months to fully configure.

    How do I choose the right merchant reconciliation software for my business?

    Start with how many acquirers you work with and whether you've ever actually verified MDR against your rate card. From there, compare options on acquirer connectivity, transaction-level fee checking, and how well the audit trail supports acquirer disputes. Kosh AI is built around exactly that checklist, but it applies to any software you're comparing.

    Ready to Find Out What Fee Leakage Is Costing You?

    Book a demo and watch Kosh AI check your own transactions against your contracted acquirer rates.

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