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BankAutomation

Xceptor vs AutoRek for cash, securities, client money and regulatory reconciliation software

Published 31 October 2026

7 min read

xceptor vs autorek

Xceptor vs AutoRek comes down to whether reconciliation is the whole job. AutoRek is usually the stronger choice when the work is cash, client money and regulatory reconciliations that must be controlled and evidenced. Xceptor is usually stronger when the same team also needs trade confirmations, tax processing, onboarding or document extraction from one data automation layer. Neither publishes a price, and neither ships with US core banking, Nacha or Federal Reserve references, which is where a bank-side platform such as BankAutomation, from $1,200 a month, fits.

Disclosure: BankAutomation is our product. It appears here only where the other two do not cover a US bank's daily settlement accounts, and the options are stated as we read each vendor's own published material.

Xceptor vs AutoRek at a glance

XceptorAutoRek
Design center Data automation across the trade lifecycle, with reconciliation as one workflow Financial control, cash and regulatory reconciliation
Who it is sold to Banks, asset managers, hedge funds, custodians and asset servicers Banks, payments and e-money firms, insurers, asset and wealth managers
Deployment Cloud, also listed on the Azure Marketplace Private cloud, SaaS (Grath) or embedded (Topa)
Named customers BNY Mellon, Deutsche Bank, Northern Trust, HSBC, US Bank, Citco Aegon, Royal London, eToro, ClearBank
Ownership Owned by Astorg since March 2021 Independent Glasgow company for more than 30 years
Pricing Quote only Quote only

Swipe the table sideways to read every column.

Each vendor's own published claims, checked in October 2026.

Run the Reconciliation Break Resolver on sample data, just below.

Visa / Mastercard / ATM · value date 03 sep 2026

Card settlement vs ledger, sample data

Match rate

80.0%

Breaks

3

At risk

$1m

Oldest

3d

Date ±1d
Amount

This console matches the first rows a side. It left out statement and ledger . Nothing in the rows left out is counted below. To run a full file, .

BRK-001

Aged 0d

$918,442.05

2026-09-03 · both sides

SETTL/MC/0903 · MASTERCARD SETTLEMENT

Amount differs by 442.05 USD

Post the 442.05 USD difference as a deducted charge and add the fee to the standing accrual for this counterparty.

FEE NOT ACCRUED

→ Finance

BRK-002

Aged 3d

$86,340.20

2026-08-31 · ledger

REFUND/BATCH/7781/R · REFUND SUSPENSE

Posted in the ledger, not on the statement

Trace the posting to its instruction, repair the reference and re-present it, or reverse it if the payment was returned.

MISSING REFERENCE

→ Payments Ops

BRK-003

Aged 0d

$27,905.62

2026-09-03 · statement

INTCH/FEE/0903 · SCHEME INTERCHANGE FEE

On the statement, nothing in the ledger

Post 27,905.62 USD to the charges account for the period and add it to the standing accrual so it stops surfacing as a break.

FEE NOT ACCRUED

→ Finance

Everything matched under these tolerances.

Tighten the date or amount tolerance to see the breaks it was absorbing.

Scheme settlement file

Visa / Mastercard / ATM

Value date Reference Amount
2026-09-02 SETTL/VISA/0902 1,942,318.44
2026-09-02 SETTL/MC/0902 864,207.10
2026-09-03 SETTL/VISA/0903 2,105,660.85
2026-09-03 SETTL/MC/0903 918,442.05
2026-09-03 CHGBK/VISA/44120 12,480.00
2026-09-03 INTCH/FEE/0903 27,905.62
2026-09-02 ATM/INTERCHANGE/0902 41,220.75
2026-09-01 SETTL/AMEX/0901 233,915.40
2026-09-03 REFUND/BATCH/7781 86,340.20
2026-09-02 ATM/CASH/0902 158,700.00

Core banking postings

Settlement account

Value date Reference Amount
2026-09-02 SETTL/VISA/0902 1,942,318.44
2026-09-02 SETTL/MC/0902 864,207.10
2026-09-03 SETTL/VISA/0903 2,105,660.85
2026-09-03 SETTL/MC/0903 918,000.00
2026-09-03 CHGBK/VISA/44120 12,480.00
2026-09-02 ATM/INTERCHANGE/0902 41,220.75
2026-09-02 SETTL/AMEX/0901 233,915.40
2026-09-03 REFUND/BATCH/7781 86,340.20
2026-08-31 REFUND/BATCH/7781/R 86,340.20
2026-09-02 ATM/CASH/0902 158,700.00
Matched pairs are tinted on both sides. Breaks carry the brass left rule and appear in the worklist.

Sample data only. Matching runs in your browser; classification is written by the model when you press Run. Matching done in your browser. Writing classifications… Classifications written by the model on this run. Decision support, not a compliance determination. The classification model was unavailable, so the built-in rule classifier wrote these. Same matching, same numbers. This console classifies up to 12 runs a minute and this run went over, so the built-in rule classifier wrote these. Same matching, same numbers. Wait a minute for the model, or . The model wrote the first 8 classifications. The rule classifier wrote the rest ().

Open the full resolver

The verdict workload by workload

WorkloadStronger of the twoWhyAlso shortlist
Cash and bank to ledger AutoRek Cash is where the product started, with many to one grouping and timing rules as everyday work Gresham, SmartStream, BankAutomation
Client money and CASS AutoRek Regulated client money and safeguarding reconciliations are what its reputation rests on Duco
Regulatory reporting reconciliation AutoRek Sells RegToolKit for EMIR and MiFID II style reporting Duco, Gresham
Securities and custodian data Xceptor Built to normalize reference data and handle custodian and broker feeds Duco, SmartStream, FIS
Confirmations, tax and onboarding Xceptor Sold as one data automation platform across these workflows Specialist vendors for tax and onboarding
Fast new reconciliation setup Xceptor Launched an AI Reconciliation Rule Builder in June 2026 to cut configuration time Duco
US ACH, card, Fed and core settlement Neither No published US core, Nacha or Fed references from either BankAutomation, ReconArt, Trintech

Swipe the table sideways to read every column.

Our reading of each vendor's published positioning. Ask both for a reference in your segment before deciding.

Xceptor vs AutoRek for cash reconciliation

AutoRek is usually the safer pick when cash is the brief. Its own numbers are cash numbers: a largest deployment of 2.4 billion transactions and, by its account, a quarter of all cash transactions at UK banks. Matching a statement to a ledger with grouping, charges and timing differences is everyday work for it.

Xceptor reconciles cash too, but it usually arrives in a firm for another reason, and cash gets pointed at it because it is already paid for. That can work. It also means you pay for data normalization you may not need. If cash is the whole job, compare both against dedicated cash reconciliation software before signing.

Xceptor vs AutoRek for securities and capital markets data

Here Xceptor has the stronger claim. Its design center is ingesting, normalizing and validating trade and position data, and its client list reads like a custody and investment bank roster. AutoRek has been moving into hedge funds and alternative managers, opened a Miami office in June 2026, and won the Waters buy-side reconciliation award in 2025. It is closing the gap, but a custodian-heavy estate is still Xceptor's home ground.

If neither feels right, Duco is the third name that comes up. The detail is in our Xceptor alternatives and AutoRek alternatives comparisons, and the AutoRek side is covered in the AutoRek review.

Deployment, ownership and what a renewal looks like

Xceptor is cloud delivered and private equity owned, which tends to mean a roadmap pushed by product launches such as the AI rule builder. AutoRek offers private cloud, SaaS and embedded products, and remains independent. Third-party reviews of AutoRek repeatedly mention a steep learning curve and a substantial setup project, so ask for the implementation plan and day rate in writing, not only the license. For Xceptor, ask which modules are in the quote, because the platform is priced across several workflows.

Both vendors will also process customer data on your behalf, so ask each for its security report and how it handles a customer privacy request. A bank that gets a data subject access request needs to know which systems hold the data before the deadline, and a reconciliation vendor is one of them.

Pricing for Xceptor, AutoRek and a bank-side option

Neither vendor publishes a price. Expect a license sized by reconciliation count, volume and modules, plus a separate implementation fee. Ask both to price the same list of reconciliations on the same term, with license and implementation split out, so the two quotes can be compared line by line.

BankAutomation publishes its plans on the pricing page. Operations is $1,200 a month for 250,000 matched items and three sources. Platform is $3,900 a month for 2,000,000 items, unlimited sources, SSO and maker-checker approvals. Institution is $9,500 a month, and Enterprise is custom. It does not reconcile securities or custody positions.

Where a US bank or credit union fits

A US community or regional bank asking this question usually has a small capital markets workload and a large daily settlement one: ACH against FedACH windows, debit card and ATM networks, the Fed account, correspondents and suspense accounts. Neither vendor publishes US core, Nacha or Federal Reserve references, so that slice is better run on a platform built for it: ACH reconciliation software, Federal Reserve account reconciliation software and cash accounts from a published price.

Questions buyers ask

Is Xceptor or AutoRek better for reconciliation?

Neither is better across the board. AutoRek is usually stronger for cash, client money and regulatory reconciliations. Xceptor is usually stronger when reconciliation sits inside a wider capital markets data automation estate. Match the vendor to your largest workload and ask for a reference in your segment.

Which should a financial firm choose, AutoRek or Xceptor?

Choose AutoRek if regulated cash and client money controls drive the work. Choose Xceptor if you also need confirmations, tax, onboarding or document extraction from one platform. A US bank clearing Fed, ACH and card settlement should shortlist a bank-side platform before either.

How much do Xceptor and AutoRek cost?

Both are quote only, with no published price list. Quotes depend on reconciliation count, data volume, deployment and modules, and implementation is charged separately. For daily US settlement accounts, BankAutomation publishes plans from $1,200 a month.

Can Xceptor and AutoRek be used together?

Yes. Some firms run Xceptor to normalize and validate incoming data and a separate control platform for regulated cash and client money reconciliations. It adds a second contract and an integration, so price both before assuming it is cheaper than one platform.

See the matching before you shortlist

The resolver at the top of this page runs BankAutomation's matcher on a sample statement: one statement grouped to its postings, differences cleared by rule, breaks classified and aged. If that is the slice of the Xceptor or AutoRek quote you doubt, try it first.

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Put your first reconciliation on rails

Create an account, and we will email you how onboarding works and what a first source connection looks like. The Reconciliation Break Resolver is open to try right now, on sample data, without an account.

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Creating an account with the button above needs no card; paid plans are paid on our payment processor's secure page. Sample data only in the demo. BankAutomation is operations software, not a regulated service.