Custom Billing Reconciliation Automation
When Stripe to QuickBooks to bank statements is a manual reconciliation that eats finance hours and still misses discrepancies until month-end.
Stripe to QuickBooks to bank reconciliation is the most fragile workflow in most service stacks. Each system has its own definition of a transaction. Stripe knows about charges, fees, refunds, disputes, and payouts. QuickBooks knows about invoices, payments, and deposits. The bank knows about credits and debits. Matching the same dollar across all three takes hours every month, and the discrepancies that don't get caught become AR problems six weeks later. We build code that reconciles across these systems automatically and surfaces what doesn't match before it becomes a finance fire drill.
Pressure-test your bottleneck›Common stack today
- Stripe for payment processing
- QuickBooks Online or Xero for accounting
- Plaid or direct bank feeds for cash visibility
- Excel or Google Sheets for the manual reconciliation
- Zapier for partial syncs that cover the easy cases
Where no-code tops out for billing reconciliation
Stripe payouts don't map cleanly to invoices. A single Stripe payout aggregates dozens of charges, minus fees, minus refunds, minus chargeback reserves. The payout lands in your bank as one number; that one number reconciles against many QuickBooks invoices. Most automation tools sync individual charges and leave the payout reconciliation to a human with a spreadsheet.
Partial payments, retries, and refunds are where the chain breaks. A client pays half an invoice in March and the other half in May. A subscription charge fails in March, retries successfully in April, and the invoice was already marked unpaid in QuickBooks. A customer disputes a charge and Stripe pulls the funds back two weeks after the deposit. None of these flow cleanly through templated automations because the timing is unpredictable and the matching logic is conditional.
Bank feed quirks are the third source of failure. Deposits aggregate, ACH descriptions vary by bank, wire transfer references get truncated, fees and adjustments hit the bank without source-system context. Templated bank feeds in QuickBooks help, but they help most when the data is clean, and the reason you're looking at this problem is that the data isn't clean.
And then month-end becomes a hunt. Someone exports all three systems, runs a pivot table, and chases the variances. The variances are usually real but small individually; in aggregate, they're significant, and they only surface once a quarter when AR notices.
What we build
We build a reconciliation service that pulls transaction data from Stripe, your accounting system, and your bank feed on a schedule, normalizes everything into a common shape, and matches transactions across all three. The matches that are unambiguous are reconciled automatically. The matches that are ambiguous get surfaced to a finance dashboard with the relevant context attached. Discrepancies get flagged the day they happen, not at month-end.
Stripe payouts get decomposed into their underlying charges, fees, and refunds, then matched against the invoices and the bank deposit. Partial payments get tracked across periods. Disputes and chargebacks get reflected back into the accounting system with the right entries. The finance team's job becomes reviewing flagged exceptions instead of doing the matching from scratch.
The service runs on your AWS, Azure, or GCP account. Data lives in PostgreSQL. The accounting system stays as the system of record; the reconciliation service is the layer that makes sure what's in the accounting system matches what actually happened in Stripe and the bank.
How it's built
- Python for the reconciliation logic
- PostgreSQL for transaction state and reconciliation history
- React for the finance exception dashboard
- Deployed to your AWS, Azure, or GCP account
- Stripe, QuickBooks, Xero, Plaid, and direct bank API integrations
Frequently asked
Does this replace our accounting system?
No. QuickBooks, Xero, or NetSuite stays as your accounting system and your books of record. What we build is the reconciliation layer that sits between your payment processor, your bank feed, and your accounting system. The service writes corrections back into the accounting system using its API; your accountant continues to operate inside QuickBooks or Xero exactly as they do today. The change they notice is that their month-end reconciliation goes from a multi-day project to a review of flagged exceptions.
How does this handle Stripe payouts and the fee math?
We decompose every Stripe payout into its constituent transactions: charges, refunds, disputes, fees, application fees if you're using Connect, and adjustments. Each component is matched to the relevant invoice or expense account. The bank deposit is reconciled against the gross payout amount, and the fees are booked as a separate expense category. This decomposition is the step that most Stripe-to-QuickBooks connectors skip. When the fee math is wrong or the payout-to-invoice mapping is many-to-one, the connector produces a tidy sync that doesn't match the bank. That's where most unexplained variance actually comes from, and it's the first thing the reconciliation service resolves.
What about disputes, chargebacks, and refunds?
Disputes get flagged the moment Stripe creates them, with a link to the original invoice and the customer record. Chargebacks reverse the relevant entries automatically and create a follow-up task for the AR team. Refunds match against the original payment and adjust the invoice and revenue recognition accordingly. For Stripe Connect platforms, split-payment refunds require additional matching logic because the refund amount is split across the connected account and the platform fee. The point is that the back-half of the payment lifecycle, which most automation skips, is treated as first-class workflow.
How long until we see results?
First useful output usually shows up in three to four weeks. The first thing we ship is the read-only side: the service pulls data from Stripe, your accounting system, and the bank, and produces a reconciliation report that shows what matches and what doesn't. For most teams this report surfaces two or three categories of recurring discrepancy that have been accumulating unnoticed, often including Stripe fee categorization errors and partial-payment mismatches in QuickBooks. Write-back to the accounting system follows in the next phase, after the team has confidence in the matching logic.
What if our setup uses Stripe Connect or multiple legal entities?
Both are common in service businesses and both add real complexity. Stripe Connect platforms have application fees, transfers between accounts, and split payouts that basic Stripe-to-QuickBooks connectors don't handle. Multiple legal entities mean multiple accounting systems (separate QuickBooks or Xero instances), intercompany transfers that need to reconcile on both sides, and consolidated reporting that aggregates across them. We've built reconciliation services for both shapes. The diagnostic call is where we map your specific structure and scope what the reconciliation logic needs to cover.
Written and built by Charles Borden, founder of AutomationsHQ. Ten years of production systems engineering before this: ship control at Electric Boat, radar positioning at Raytheon. AutomationsHQ writes custom workflow automation for service operations whose stacks have outgrown Airtable, Zapier, and Make. Real production systems, not no-code patches. Mid Bay News reclaimed 100+ hours per week of manual work after we rebuilt their content aggregation pipeline.
Industries that need this
Custom Workflow Automation for Accounting Firms
When client onboarding, tax-season document collection, and monthly close workflows stop scaling on Karbon and manual handoffs.
Custom Workflow Automation for Marketing Agencies
When client reporting, campaign deployment, and time-tracking-to-invoicing stop scaling on Asana, ClickUp, HubSpot, and Zapier.
Custom Workflow Automation for Recruitment Agencies
When requisition intake, candidate pipeline management, and placement billing stop scaling on Bullhorn or JobAdder and manual spreadsheets.
Custom Workflow Automation for Event Production Companies
When client booking, vendor coordination, contract management, and payment schedules stop scaling on HoneyBook, Dubsado, and manual planning sheets.
Want a written diagnostic of your bottleneck?
Pressure-test your bottleneck›Free, 30 minutes, no pitch.