Fund Reconciliation Software Built for Shadow Accounting Teams

Match Fund Administrator NAV Packs, Cash, and Positions Against Your Books Automatically

  • NAV Packs Matched Against Internal Books Line by Line
  • Cash and Position Breaks Classified by Root Cause
  • Trade and Collateral Reconciliation Run on the Same Platform
  • Full Audit Trail Ready for Investors and Auditors
Kosh AI Fund Reconciliation Software Dashboard

A 2026 Fund Reconciliation Software

Still Shadowing Your Fund Administrator In a Spreadsheet Every NAV Cycle?

A NAV pack that's off by a few basis points can hold up the entire close while someone traces it line by line against the internal books. Kosh AI matches the administrator's NAV, cash, and positions against your records automatically, so a break surfaces with enough of the cycle left to actually investigate it.

What Fund Reconciliation Software Automates

Shadowing a fund administrator means checking NAV, cash, positions, and trades against the official record, every single cycle.

How Kosh AI's Fund Reconciliation Software Works

Four steps that take a fund administrator's NAV pack from arrival to a closed, reconciled position.

  • NAV packs, custodian statements, and prime broker files pulled in automatically: SWIFT messages, PDFs, and CSVs are all read regardless of format.
  • Internal books connected from the fund accounting system: Every incoming record is checked against the fund's own ledger.
  • NAV, cash, and positions matched against internal books: Pricing, accruals, quantities, and identifiers are all checked together, not just the bottom-line total.
  • Trades and collateral matched against counterparty records: Settlement status and margin balances are confirmed the same cycle they're reported.
  • Breaks classified by root cause automatically: Timing differences, missing entries, and genuine errors are routed differently.
  • Each exception tracked to resolution: Nothing closes out without a recorded reason and an approver.
  • NAV closes on figures that are already reconciled: No last-minute scramble to explain a variance that could have surfaced days earlier.
  • A continuous audit record builds itself: Every adjustment and approval is ready for investors, auditors, or regulators on demand.

Fund Reconciliation Software Use Cases Across Fund Structures

What fund reconciliation needs to cover changes with fund structure and asset class.

Hedge Funds

Shadowing a fund administrator's NAV pack daily or weekly, across fast-moving positions.

Private Equity & Credit Funds

Reconciling capital calls, distributions, and valuations on a slower, less frequent cycle.

Crypto & Digital Asset Funds

Matching on-chain and exchange records against internal books, where timing and custody add extra complexity.

Fund Accountants

Reconciling NAV, cash, and positions against the fund administrator every cycle.

Operations & Middle Office Teams

Investigating breaks and keeping an audit trail investors and regulators can rely on.

CFOs & Controllers

Getting a reliable NAV close without waiting on a fully manual shadow-accounting process.

Emerging Managers

Funds running shadow accounting with a lean team and limited reconciliation tooling.

Multi-Strategy Funds

Funds reconciling across several asset classes and counterparties at once.

Growing AUM

Funds where manual NAV reconciliation stopped scaling with position count and complexity.

Why Fund Managers Choose Kosh AI's Reconciliation Software

1

Faster NAV Close

NAV, cash, and positions reconcile continuously, not in a scramble right before the close deadline.

2

Root-Cause Visibility

Breaks are classified by cause, not just flagged by amount, so investigation starts faster.

3

Fewer Missed Breaks

Every line in the NAV pack is checked, not just the ones that look obviously wrong.

4

One Platform for Everything

NAV, cash, position, trade, and collateral reconciliation all run in the same place.

5

Audit-Ready by Default

A full trail of exceptions, adjustments, and approvals is ready for investors and auditors on demand.

6

Scales With AUM

Adding positions, counterparties, or asset classes doesn't mean adding headcount to reconciliation.

With Kosh AI's Fund Reconciliation Software, You Can Achieve

90%Of NAV Pack Lines Matched Automatically
60%Faster Break Investigation
0NAV Closes Delayed by an Unexplained Variance

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.

Smarter Fund Reconciliation Starts with AI

Spotting a real break takes more than comparing totals. Kosh AI understands which variances are timing and which ones need an analyst's attention.

Break classification icon

Break Classification

Sorts a NAV, cash, or position break into timing, missing entry, or genuine error before anyone opens a ticket.

Pattern learning icon

Recurring Break Pattern Learning

Learns which counterparties and security types keep generating the same type of break, surfacing the pattern instead of one exception at a time.

NAV cycle icon

NAV-Cycle-Aware Matching

Matches on the fund's own NAV cycle, whether that's daily, weekly, or monthly, instead of forcing every fund onto the same cadence.

Audit trail icon

Continuous Audit Trail

Builds the exception and approval record as reconciliation happens, ready for the next investor or regulator request.

What Is Fund Reconciliation Software?

Fund reconciliation software matches a fund's internal books against the official records held by its fund administrator, custodian, and prime brokers, covering NAV, cash, positions, trades, and collateral. This shadow accounting process confirms that the NAV an administrator reports is actually correct before it goes out to investors.

Done manually, this means a fund accountant comparing a NAV pack line by line against the internal ledger, often working from SWIFT messages, PDFs, and CSVs that each arrive in a different format. Most of the effort goes into chasing exceptions: a dividend that posted a day late, a position quantity that doesn't match the custodian, a fee calculation that's slightly off. A break that isn't caught early can hold up the entire NAV close.

Kosh AI's fund reconciliation software matches NAV, cash, positions, trades, and collateral against administrator and custodian records automatically, classifies every break by root cause, and keeps a continuous audit trail, so the NAV close runs on figures that are already reconciled.

What is fund reconciliation software

Manual vs. Automated Fund Reconciliation – Why Make the Switch?

Shadowing a fund administrator by hand can work for a smaller book. See what changes as positions and counterparties grow.

Feature Automated Fund Reconciliation Manual Fund Reconciliation
NAV MatchingMatched against the administrator automatically.Checked line by line in a spreadsheet.
Break ClassificationSorted by root cause automatically.Investigated from scratch for each exception.
Cash & Position MatchingReconciled against custodian and prime broker data continuously.Reviewed on a periodic cycle, often monthly.
Trade & Collateral ChecksConfirmed against counterparty records in the same platform.Tracked separately, often in different spreadsheets.
Audit TrailBuilt continuously as reconciliation happens.Assembled manually before an investor or audit request.
NAV Close TimingRuns on data that's already reconciled.Can be delayed by unresolved breaks found late.

Why Fund Managers Are Automating Shadow Accounting

A fund accountant shadowing an administrator's NAV pack by hand is checking pricing, accruals, fees, cash movements, and position quantities against the internal ledger, line by line, every single cycle. Most of that effort doesn't go into the matching itself, it goes into figuring out why something didn't match once it doesn't.

The real risk isn't the breaks that are big and obvious. It's the small ones that get waved through under deadline pressure, or the ones that look like a timing difference but turn out to be a genuine pricing error. A NAV that goes out to investors before a break is properly resolved is a problem that compounds the longer it goes unnoticed.

Kosh AI reconciles NAV, cash, positions, trades, and collateral against administrator and custodian records automatically, and classifies every break by root cause as soon as it appears, so the team's time goes into resolving genuine exceptions instead of hunting for them.

Why fund managers automate shadow accounting

Who Needs Fund Reconciliation Software Like This

A few signs point to shadow accounting outgrowing a manual, spreadsheet-based process.

1

Growing AUM and Position Count

Funds where manual NAV reconciliation stopped scaling with the number of positions and counterparties.

2

Multiple Counterparties

Funds reconciling against several custodians, prime brokers, and administrators at once.

3

Fast NAV Cycles

Funds with daily or weekly NAV calculations, where a manual process can't keep pace with the deadline.

4

Investor or Audit Scrutiny

Funds that need a continuous, defensible audit trail ready for investor due diligence or regulatory review.

Best Practices Built Into Kosh AI's Fund Reconciliation Approach

A few habits keep NAV reconciliation accurate as a fund's book grows.

Daily matching icon

Match on the Fund's Own Cycle

Reconciling on the fund's actual NAV cadence, not a slower batch schedule, catches breaks while there's still time to fix them.

Root cause icon

Classify Before You Chase

Sorting a break into timing, missing entry, or genuine error before investigating saves real analyst time.

Documentation icon

Document Every Adjustment

An audit trail built as reconciliation happens is far easier to defend than one reconstructed after the fact.

Counterparty tracking icon

Track Breaks by Counterparty

A recurring break pattern with one custodian or prime broker is worth raising directly, not re-investigating each cycle.

FAQs: Fund Reconciliation Software

What is fund reconciliation software?

It's software that matches a fund's internal books against records from its fund administrator, custodian, and prime brokers, covering NAV, cash, positions, trades, and collateral.

What is shadow accounting?

Shadow accounting is the practice of keeping an independent set of books that mirrors the fund administrator's records, so the fund can verify the NAV the administrator reports is accurate.

How does it classify breaks?

Kosh AI sorts each break into timing difference, missing entry, or genuine error automatically, so analysts can prioritize investigation instead of starting from scratch each time.

Can it handle multiple counterparties?

Yes. Kosh AI reconciles against multiple custodians, prime brokers, and fund administrators, regardless of file format, in one platform.

Does it support different NAV cycles?

Yes. Reconciliation runs on each fund's own NAV cadence, whether that's daily, weekly, or monthly.

What asset classes does it support?

Kosh AI reconciles across equities, fixed income, derivatives, and digital assets, matching positions, trades, and collateral specific to each.

How does it help with audits and investor due diligence?

A continuous audit trail of exceptions, adjustments, and approvals is maintained automatically, so the documentation an investor or auditor needs is already assembled.

What does onboarding look like for a fund?

Most fund managers see their first NAV packs reconciling automatically within a few weeks of connecting administrator and custodian data.

Ready to Try Kosh AI's Fund Reconciliation Software?

Bring a recent NAV pack with an unresolved break to the call. We'll show you how Kosh AI would have classified and traced it automatically.

Book a Demo

Explore More From Kosh AI's Reconciliation Suite

Shadow accounting rarely stands alone. See how Kosh AI reconciles the rest of the books too.

1

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