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AI and automation

Accounting system integrations

Short answer

Accounting system integrations from Finbryn connect Stripe, Shopify, Gusto, NetSuite and QuickBooks through each platform's own API, following a documented mapping that shows how every fee, payout and payroll line lands in a US business's chart of accounts, with historical data backfilled and same-day monitoring on every connection.

Management report

Illustrative client ยท August 2026

USD

Reviewed before sending
Profit and loss
LineAugJul
Revenue142,380131,904
Cost of sales(51,260)(48,115)
Gross profit91,12083,789
Payroll(46,300)(45,900)
SoftwareNoted(6,480)(5,490)
Rent(8,000)(8,000)
Other operating(9,215)(9,870)
Net income21,12514,529

Reviewer's note

Software is up on last month after two seats were added mid-month. Revenue includes one milestone invoice that will not repeat next month.

Illustrative. An example of the document, not a client's figures.

Most accounting problems that look like a bookkeeping issue are actually an integration issue. A Stripe payout that gets exported to a spreadsheet, re-typed into the ledger, and matched by eye once a month is not a bookkeeping process, it is a manual re-entry step wearing a bookkeeping label, and it is exactly where a mistyped amount, a payroll run booked a day late, or a refund that never gets matched back tends to happen. A direct API integration removes that step. Data moves from Stripe, Gusto, Shopify or NetSuite into your ledger the way that system actually reports it, not the way it looks after someone retypes it by hand.

The integration itself is the easy part. The decision that actually determines whether it works is the mapping: which Stripe fee type maps to which expense account, how a Gusto payroll run should split across your labor and tax accounts, what a Shopify refund should do to revenue versus a chargeback reserve, whether a NetSuite subsidiary's intercompany transaction should net out or post gross. We document that mapping and review it with you before anything is built, so the integration reflects a decision someone actually made, not a default setting nobody looked at closely enough to question.

New integrations do not start on the day they go live. Historical data gets backfilled so your reports do not show a gap or a discontinuity the month the connection turned on, which matters most for board decks and lender reports that compare period over period. Once running, every sync is monitored, and a dropped or failed connection gets flagged the same day it happens rather than surfacing three weeks later as a variance nobody can explain at close.

Every connection runs under your own accounts and your own API credentials, never ours, and you can revoke access at any point without needing us to unwind anything on our end. This work pairs directly with Stripe and Shopify integration and Gusto integration for a full setup, and with A2X and Link My Books integration for marketplace sellers who need payout data broken out before it ever reaches the ledger.

What is included

The scope covers connecting the systems your revenue, payments and payroll actually run through, most commonly QuickBooks Online, Xero or NetSuite on the accounting side, and Stripe, Shopify, Gusto or another payroll and payments stack on the source side. For each connection we document the mapping decision before building it, back-fill historical transactions so reporting periods stay continuous, and set up monitoring so a failed sync is caught the same day. Where a platform has a well-established integration already built, such as A2X for marketplace payouts or Gusto's own accounting sync, we assess whether that existing connector already does the job well before building something custom on top of it, since a purpose-built connector is usually more reliable than a general one built from scratch.

How the process works

We start by listing every system that currently touches your financial data and every export or manual re-entry step in between them, because the goal is removing that step entirely, not automating around it. For each system pair, we document how fields should map: a Stripe processing fee to a specific expense account, a Gusto tax liability to a specific payroll liability account, a Shopify partial refund to revenue contra versus a separate refund expense line. That mapping document is reviewed with you before any connection is built, because a wrong mapping built quickly is worse than a right one built a week later. Once approved, the connection is built under your own account credentials, historical data is backfilled, and a verification period compares the synced data against the source system line by line before we call the integration live.

Who this is for

This fits any business running more than one financial system that currently requires someone to manually move data between them, which in practice means most businesses past the earliest stage: an ecommerce seller reconciling Shopify and a marketplace by hand, a SaaS company matching Stripe subscriptions to revenue recognition manually, or a growing company running payroll through Gusto and re-entering the summary into NetSuite each period. It is less relevant for a very early-stage business on a single system with low transaction volume, where monthly bookkeeping inside a single platform already covers the need without an integration layer on top of it.

Common problems we fix

Manual re-entry errors, a mistyped payout amount or a payroll run booked to the wrong period, get eliminated because the number moves directly from the source system rather than through someone's keyboard. Reporting gaps at close, where the books lag the actual bank or payroll activity by days because someone has not gotten to the export yet, close because the sync runs on its own schedule rather than someone's calendar. Refunds and chargebacks that used to sit unmatched because nobody tracked which payout they belonged to now map automatically to the transaction that created them. And the multi-system reconciliation problem, where Shopify, a marketplace and the bank each tell a slightly different story that takes hours to reconcile by hand, resolves because all three feed the same mapped structure from the start.

Software and integrations

Stripe and Shopify are the most common source systems on the ecommerce and SaaS side, each with well-documented APIs that expose payouts, fees, refunds and disputes at the transaction level rather than the lump-sum payout figure most sellers start from. Gusto exposes payroll runs, tax liabilities and benefits deductions through its own API, which maps cleanly to a payroll liability structure once the categories are defined. NetSuite and Sage Intacct sit on the receiving end for businesses with more complex entity structures, and QuickBooks Online or Xero for most others. Where a platform does not expose a full API, or exposes one but restricts what a third party can pull, we say so upfront rather than promising a connection that the platform itself will not support.

What it costs

Integration work is scoped project work, priced by the number of systems being connected and the complexity of the mapping, not billed as a recurring line by default. It is typically quoted alongside an engagement on our pricing page, most often bundled with a Growth or Scale plan since ongoing monitoring after go-live is part of the same relationship. A scoping call covers exactly which systems, how many entities, and whether historical backfill is needed, before a number is given.

How we measure quality

The verification period after go-live is the real test: synced data is compared line by line against the source system for a defined window before the integration is called live, not assumed to be correct because it ran without an error message. After that, monitoring checks that syncs are actually completing on schedule, and a dropped connection generates an alert the same day rather than waiting to be noticed at the next close. We also revisit the mapping document itself periodically, since a chart of accounts that changes, a new product line, a new entity, can make a mapping decision that was right at setup wrong six months later if nobody checks.

You keep the keys

Every integration we build connects through your own account and your own API credentials on each platform, never a shared account we control. That means you can see exactly what access has been granted, revoke it at any time without needing our involvement, and hand the same access off to a new bookkeeper or internal hire without starting over. We document every mapping decision in a format that survives a staff change on either side, yours or ours, because an integration that only one person understands is a liability disguised as a convenience.

How we work

The process

  1. 1

    Map current data flow

    We list every system touching your financial data and every manual export or re-entry step currently connecting them.

  2. 2

    Document the field mapping

    Each fee, payout, refund or payroll category is mapped to a specific account, and reviewed with you before anything is built.

  3. 3

    Build under your own credentials

    The connection runs on your own API keys and accounts on each platform, never a shared or third-party account.

  4. 4

    Backfill historical data

    Prior transactions are pulled in so reports do not show a gap or discontinuity starting the day the connection went live.

  5. 5

    Verify against the source

    Synced data is checked line by line against the source system for a defined window before the integration is called live.

  6. 6

    Monitor and alert

    Ongoing monitoring flags a dropped or failed sync the same day, rather than at the next close when it shows up as a variance.

Accounting system integrations

Common problems we fix

  • Payout amounts get mistyped during manual re-entry
    Data syncs directly from the source system, removing the manual keying step where the error happened.
  • Books lag actual activity because an export sits undone
    The sync runs on its own schedule, so books stay current without depending on someone remembering to export.
  • Refunds and chargebacks go unmatched to their original transaction
    The mapping ties refunds and chargebacks back to the transaction that created them automatically.
  • Shopify, a marketplace and the bank each tell a different story
    All three feed the same mapped structure, so a discrepancy shows up once instead of three times.
  • A dropped connection goes unnoticed until close
    Monitoring flags a failed sync the same day, not weeks later as an unexplained variance.

By the numbers

16 CFR Part 314

The FTC Safeguards Rule requiring a written information security program for firms handling client financial data, which governs how API credentials and synced data are secured

Source: ftc.gov/business-guidance/resources/ftc-safeguards-rule-what-your-business-needs-know, September 2026

Pricing

Integration work is scoped project pricing based on the number of systems, entities and mapping complexity involved, typically bundled with a Growth or Scale engagement. See tier structure and add-ons on our pricing page; the actual figure for your setup comes from a short scoping call rather than a flat listed rate, since a two-system connection and a five-entity NetSuite setup are not the same job.

See pricing

Accounting system integrations

Glossary

Field mapping
The documented decision for how a specific fee, payout or payroll category from a source system should post into your chart of accounts.
Backfill
Pulling historical transactions into the new connection so reports do not show a gap starting the day the integration went live.
Verification period
A defined window after go-live where synced data is checked line by line against the source system before the integration is treated as final.
Same-day monitoring
Automated checks that flag a dropped or failed sync the day it happens, rather than at the next close.

Questions

Frequently asked questions: Accounting system integrations

Can you integrate a system that is not on your standard list?

Often, yes, provided the platform exposes an API that a third party can actually use. We assess feasibility as part of scoping before committing to a timeline, and we say upfront if a platform's API cannot support what you are asking for.

Does this require giving you admin access to our systems?

Access is scoped to what the specific integration needs, and every connection runs under your own accounts, which you can review or revoke at any time without needing our involvement to unwind anything.

How do we know the integration is working correctly after it launches?

A verification period compares synced data against the source system line by line before we consider the integration live, and monitoring continues on an ongoing basis after that to catch anything that changes.

Can this connect two systems that were never designed to work together?

Often, through each platform's own API, though the amount of custom work depends on how open each system's API actually is. Some platforms restrict what third parties can pull, and we flag that upfront rather than promising a connection that will not hold up.

What happens if our chart of accounts changes after the integration is built?

The field mapping gets revisited. A mapping that was correct at setup can become wrong after a new product line, entity or account structure change, so we check the mapping when we know your chart of accounts has changed, and periodically otherwise.

Do you support multi-entity or multi-subsidiary setups?

Yes, most commonly through NetSuite or Sage Intacct, where intercompany mapping and consolidation rules need their own documented decisions on top of the basic field mapping.

What happens to data already in progress when we switch systems?

Open transactions and in-progress records are migrated or backfilled as part of setup, so nothing gets missed or duplicated during the cutover.

Do you build custom integrations or only use existing connectors?

Both. Where a proven connector already exists we use it; where your setup needs something specific, we build against the vendor's own API.

What happens if a sync fails?

Failed syncs are monitored and flagged the same day, with a person checking what did not land before it becomes a reconciling item at month end.

Who owns the integration once it is built?

You do. Credentials and connections run under your own accounts, and documentation is handed over so another team could maintain it.

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Next step

Talk to the team that would run your books

A short call covers your setup, your software and what a first month would look like. You get a written scope and price after it.

Need this in writing? Download a one to two page scope sheet for Accounting system integrations: what is included, the process, and where pricing lives.

Download the scope sheet