Stock Reconciliation Software for Beginners & Professionals

Your Broker Says One Number. Your Own Records Say Another. Kosh AI Tells You Why, Trade by Trade

  • Matches Every Trade in Your Trading Account With Your Broker's Statement
  • Checks Your Holdings Against Dividends, Bonuses, and Stock Splits
  • Finds Missing, Duplicate, or Wrongly Priced Trades Instantly
  • Works for a Single Trading Account or Many, Across Any Broker
Stock reconciliation software dashboard

NEW 2026 Stock Reconciliation Tool

Counted Your Trades? Still Doesn't Match Your Broker?

Your trading app shows one number. Your broker's statement shows another. Kosh AI checks every trade, dividend, and corporate action between the two and tells you exactly where they disagree.

What Stock Reconciliation Software Checks for You

Your trading account and your broker's statement rarely match on their own. Kosh AI checks every trade, price, and quantity behind the numbers, one by one.

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How Stock Reconciliation Software Works

Four steps take your trade history from scattered records to a fully explained match, with the statements and contract notes behind it checked along the way.

  • Trades Imported: Kosh AI pulls in every trade from your trading account or broker file.
  • Broker Statement Brought In: Contract notes and statements come in alongside the trades, stock by stock.
  • Dividends and Actions Included: Dividend credits, bonuses, and stock splits are pulled in too.
  • Every Account Covered: Multiple trading accounts feed into one consolidated pull, not a separate one each.
  • Stock-Level Matching Applied: Each trade is matched against the statement for that specific stock and date.
  • Charges Checked Against Contract Notes: Brokerage and taxes are matched to the contract note they relate to.
  • Transfers Checked at Both Ends: Shares moving between accounts are verified against what the other side actually recorded.
  • Tolerances Set by You: Acceptable differences are configured to match how you already track things.
  • Genuine Corporate Actions Isolated: Bonuses and splits are separated from mismatches caused by a data error.
  • Pricing Errors Flagged: A trade that's priced wrong gets flagged for a closer look.
  • Charge Mismatches Raised: A contract note that doesn't match its trade is surfaced before you accept it.
  • Priority by Value: Mismatches are ranked by value, so high-value trades get reviewed first.
  • One View Across Accounts: Every account's reconciled trades roll into a single portfolio report.
  • Review Simplified: You work from explained mismatches instead of a raw trade-versus-statement gap.
  • Full Trail Preserved: Every match keeps its path from the trade to the final record.
  • Ready Anytime: Supporting evidence is attached to every mismatch, not reconstructed after the fact.

Stock Reconciliation for Every Kind of Trader

A beginner tracking a handful of trades and a professional running multiple accounts both need the same check, just at a different scale.

Beginners

Simple checks catch mistakes early, before they turn into confusion at tax time.

Active Traders

Frequent trades reconcile automatically instead of through a manual tally.

Long-Term Investors

Dividends, bonuses, and splits are tracked accurately over the years.

Professionals

High trade volume across accounts reconciles in one view.

Equity Traders

Cash market trades matched stock by stock, trade by trade.

F&O Traders

Futures and options positions checked against margin and settlement records.

Commodity Traders

Commodity trades reconcile the same way as equity trades.

Mutual Fund Investors

Units and NAV checked against statements automatically.

Reconciliation at Scale

Kosh AI reconciles trades across dozens of accounts without manual spreadsheet work.

  • Match every trade to the statement from one consolidated view.
  • Catch pricing errors before they're written off as one-off mistakes.
  • Keep a documented trail behind every reconciled trade.
  • Reconciliation for Individuals

    Kosh AI gives individual traders stock-level matching without needing a finance background.

  • Replace manual statement comparison with automatic matching.
  • Add new broker accounts without adding reconciliation work.
  • Get started in minutes with your existing statements.
  • What Changes When Your Trades Reconcile Automatically

    A statement that's been filed away doesn't mean the gap behind it ever got explained. Automating the match changes what actually happens next.

    1

    Know Why the Numbers Differ

    Every mismatch gets classified as a pricing error, charge difference, or corporate action instead of a mystery gap.

    2

    Catch Charge Errors Before You Accept Them

    A contract note that doesn't match its trade is flagged before you sign off on it.

    3

    Track Transfers End to End

    Shares moving between accounts are checked on both the sending and receiving side.

    4

    Spot Pricing Errors Early

    Repeated mistakes on one stock surface as a pattern instead of isolated write-offs.

    5

    Review Faster Across Accounts

    Every account's trades reconcile into one view instead of a spreadsheet per broker.

    6

    Scale Without the Manual Work

    A new trading account doesn't mean building a new manual reconciliation process.

    The Results of Automating Stock Reconciliation

    70%Faster Reconciliation Across Accounts
    86%Of Trades Matched Automatically
    90%Fewer Unexplained Mismatches

    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 Stock Reconciliation Needs to Go Deeper Than a Total

    A portfolio total that looks close to your records can still hide trades that are badly off in opposite directions. Here's what a dedicated reconciliation step catches that a top-line comparison won't.

    • Totals Hide Offsetting Errors: One trade overpriced and another underpriced can cancel out in the total while both stay wrong.
    • Corporate Actions Look Like Errors Until They're Checked: Without separating the two, a genuine bonus or split gets flagged the same way as a data mistake.
    • Charges Drift From Contract Notes Quietly: A brokerage or tax mismatch can sit unnoticed until you've already filed your return.
    Trade to statement matching illustration

    Who Actually Needs Stock Reconciliation Software

    You don't need to manage a fund to feel this. Here's who tends to feel it first.

    1

    Beginners Just Starting Out

    Simple checks catch mistakes early, before they turn into confusion at tax time.

    2

    Active Traders

    Frequent trades make manual statement review unrealistic past a certain volume.

    3

    Professionals and Fund Managers

    High trade volume across accounts needs checking on both ends, not just where it landed.

    4

    Long-Term Investors

    Dividends, bonuses, and splits need tracking accurately over the years.

    5

    Anyone Filing Capital Gains Tax

    Accurate, matched records make tax filing faster and far less stressful.

    6

    Traders Using Multiple Brokers

    A new broker account shouldn't mean building a brand-new manual reconciliation process.

    Stock Reconciliation Software: An Honest Assessment

    Automating stock reconciliation solves a specific set of problems well. It's worth being just as clear about what still depends on you.

    • Matches Trades at the Stock Level: No more relying on a portfolio-wide total that can hide offsetting errors underneath.
    • Separates Corporate Actions From Errors: Genuine bonuses and splits get classified differently from a mismatch that simply needs checking.
    • Tracks Transfers End to End: Shares moving between accounts are checked on both the sending and receiving side.
    • Account Mapping Takes Setup: Each broker and account needs to be configured correctly before matching runs well.
    • Trade Accuracy Still Starts With You: Reconciliation can catch a mismatch, but someone still has to place the trade correctly.
    • Statement Discipline Still Matters: Matching works best when contract notes are downloaded and available consistently.

    What Is Stock Reconciliation Software?

    Stock reconciliation software matches your trades, holdings, and corporate actions against your broker's statements, and checks the contract notes and transfers behind any gap, rather than writing off a difference without knowing what caused it. A trader running multiple accounts ends up with trades, dividends, and transfers happening at once, and a portfolio-wide total that looks close to your records can still be hiding mismatches that are badly wrong in opposite directions. Kosh AI pulls in trades, statements, and corporate actions automatically, matches them at the stock level, and separates genuine corporate actions from a mismatch that simply needs checking.

    Stock reconciliation illustration

    Manual vs. Automated Stock Reconciliation

    Run your trade history through a manual review once, then compare it to one that matches itself against your statements automatically. The gap between the two isn't close.

    Feature Automated Stock Reconciliation Manual Stock Reconciliation
    Stock-Level MatchingEvery trade matched against the statement automatically.Traders usually compare portfolio-wide totals, not individual trades.
    Corporate Actions vs. ErrorsGenuine bonuses and splits separated from mismatches automatically.Both tend to get written off the same way without a closer look.
    Charge MatchingContract notes checked against trades before you accept them.Charge mismatches are often caught only when a return is questioned.
    Multi-Account CoverageEvery account reconciles into one consolidated view.Each account is usually reconciled separately, often in a different spreadsheet.
    Transfer TrackingTransfers between accounts checked on both the sending and receiving end.A transfer mismatch is often caught only at the receiving account.
    Adding New AccountsA new account reconciles the same way as existing ones.A new account usually means extending a manual process by hand.

    Reconcile Every Trade in Just Minutes

    Connect your trading account and broker statements inside Kosh AI, and your next trade starts reconciling against your records automatically.

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    Stock Reconciliation Software FAQs

    What is stock reconciliation software?

    Stock reconciliation software matches your trades and holdings against your broker's statements. Kosh AI does this automatically and classifies the gaps it finds.

    Does it work across multiple broker accounts?

    Yes, every account reconciles on its own trades and rolls into one consolidated portfolio view.

    Can it separate corporate actions from errors?

    Yes, genuine bonuses and stock splits are tracked separately from mismatches caused by a data error.

    How are contract notes reconciled?

    Contract notes are matched against the trades they relate to, so mismatches surface before you accept the statement.

    What happens when a transfer doesn't match?

    It's flagged at both the sending and receiving end, so an in-transit mismatch doesn't get mistaken for shares going missing.

    Does this replace my trading app?

    No, it reconciles the trades you already make against your broker's statements and the contract notes behind any gap.

    Can stock reconciliation software connect to my broker?

    Yes, Kosh AI connects to broker statements and trading platforms, however you currently export them.

    Does this work for a single trading account?

    Yes, though the time savings grow as the number of accounts and trades increases.

    How long before it's reconciling automatically?

    Most traders have their main accounts reconciling automatically within a few days of connecting their statements.

    How do I choose the right stock reconciliation software?

    Start with whether it reconciles at the trade level and separates corporate actions from errors, not just whether it compares portfolio totals. Kosh AI is built around exactly that, but the checklist applies to any option you're comparing.

    Find Out What's Really Behind Your Stock Mismatch

    Bring a recent statement to the call, and we'll show you how it breaks down against your trades, stock by stock.

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