Fully Automate Accounts Payable and Receivable
Custom AI automates invoice data extraction and three-way matching for accounts payable. It also automates payment reconciliation and cash application for accounts receivable.
Key Takeaways
- Custom AI can fully automate invoice data extraction, payment matching with bank transactions, and generating journal entries for ledgers.
- Accounts payable automation handles vendor invoice parsing, while accounts receivable automation manages customer payment reconciliation.
- Syntora's systems connect directly to bank data via Plaid and payment processors like Stripe for real-time transaction matching.
- Past financial integrations built by Syntora process bank transaction syncs in under 3 seconds.
Syntora built a custom financial automation system for a small business connecting Plaid, Stripe, and a PostgreSQL ledger. The system automates transaction categorization and quarterly tax estimates. This integration syncs and processes bank transactions in under 3 seconds.
The complexity depends on your invoice volume and current accounting software. A business processing 500 invoices a month with QuickBooks Online is a different project than one handling 5,000 invoices with a custom ledger. Syntora has built financial systems with Plaid and Stripe integrations, connecting bank data to a PostgreSQL ledger for automated categorization and tax estimates.
The Problem
Why Do Small Businesses Still Process Invoices Manually?
Most small businesses rely on QuickBooks Online's bank rules or a tool like Bill.com. QBO's rules are simple string matching, not true intelligence. They fail when vendor invoice descriptions vary slightly or when a single payment covers multiple invoices, forcing you into constant manual review and re-categorization. You cannot create a rule like, "If amount is X from vendor Y, but memo contains 'credit', categorize as Z."
In practice, this means a 20-person company processing 400 vendor invoices a month still has someone manually keying in data. An AP clerk opens each PDF from an email, types the invoice number, date, and line items into QBO, and then tries to match it to a purchase order in a separate spreadsheet. This 5-10 minute task per invoice adds up to over 30 hours of error-prone work every month.
Tools like Bill.com manage the workflow but are closed systems. If you need to check inventory levels in Shopify before approving a vendor payment, you cannot add that step. The API lets you move data in and out, but it does not let you change the internal logic. This forces your business process to conform to the software's limitations.
The structural issue is that these tools are configured, not coded. Their data models are fixed. You cannot solve a problem that requires connecting financial data to operational data (like inventory, project hours, or shipping manifests) inside the tool itself. You need a system built for your specific flow of money and goods, not a generic template.
Our Approach
How Syntora Builds a Custom AP/AR Automation Engine
The process begins by mapping your exact financial workflow. Syntora traces an invoice from its arrival as a PDF to its final journal entry. We audit the specific fields you need to extract, your rules for payment approvals, and how you match payments to open invoices. This discovery phase produces a data flow diagram and a technical plan you approve before any code is written.
The technical approach for invoice processing would use an AWS Lambda function that triggers when an invoice lands in your inbox. The PDF is sent to a Claude API endpoint fine-tuned on your invoice formats to extract data as structured JSON. A FastAPI service then handles the business logic, like matching the invoice against a purchase order in a Supabase database. This serverless architecture is event-driven and costs only a few dollars per 1,000 invoices processed.
Syntora has built the core of these systems before, deploying an Express.js application that connected Plaid and Stripe to a custom PostgreSQL ledger for automated transaction categorization. That system processes bank syncs in under 3 seconds. Your AP/AR system would be an extension of this proven pattern, creating a clean data stream that feeds directly into your existing accounting software.
| Manual AP/AR Process | Syntora's Automated System |
|---|---|
| 5-10 minutes of manual data entry per invoice | Under 5 seconds of automated processing per invoice |
| Data entry error rate of 2-3% is common | Error rate under 0.1% for structured data |
| 25+ hours per month spent on clerical tasks | Less than 2 hours per month for exception handling |
Why It Matters
Key Benefits
One Engineer, Direct Communication
The founder on your discovery call is the engineer who writes every line of code. No project managers, no communication gaps, no offshore handoffs.
You Own All the Code
The complete system, including source code and documentation, is deployed to your infrastructure. There is no vendor lock-in. You receive a runbook to operate it independently.
A Realistic 4-Week Build
A typical AP/AR automation project, from discovery to deployment, is scoped for a 4-week cycle. Data complexity can adjust this, but you get a firm timeline upfront.
Transparent Post-Launch Support
After deployment, Syntora offers a flat monthly retainer for monitoring, maintenance, and updates. You get predictable costs and direct access to the engineer who built your system.
Deep Financial Tech Experience
Syntora has hands-on experience building the plumbing of financial systems: Plaid for bank data, Stripe for payments, and custom PostgreSQL ledgers for immutable transaction records.
How We Deliver
The Process
Discovery & Workflow Mapping
A 60-minute call to map your current AP/AR process, toolchain, and pain points. Syntora provides a detailed scope document and fixed-price proposal within 48 hours.
Architecture & Access
You approve the technical design and grant read-only access to necessary systems like email inboxes or accounting software. This confirms all requirements before coding begins.
Iterative Build & Weekly Demos
You see progress every week in a live demo. This allows for feedback and ensures the system aligns perfectly with your operational needs. No surprises at launch.
Deployment & Handoff
Syntora deploys the system to your cloud environment and provides a complete runbook. You receive training on the exception handling dashboard and full ownership of the code.
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The Syntora Advantage
Not all AI partners are built the same.
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Assessment phase is often skipped or abbreviated
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We assess your business before we build anything
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Typically built on shared, third-party platforms
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Fully private systems. Your data never leaves your environment
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May require new software purchases or migrations
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Zero disruption to your existing tools and workflows
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Training and ongoing support are usually extra
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Full training included. Your team hits the ground running from day one
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Code and data often stay on the vendor's platform
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You own everything we build. The systems, the data, all of it. No lock-in
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