Every invoice is different. Your system should handle that.
Invoices arrive in 15 different formats. Someone reads each one, keys it into accounting, matches it to a PO, and routes it for approval. Every step is manual, every step is a chance for error, and month-end is always a scramble.
Discuss Your AP Process →The Problem
Sound familiar?
Every vendor sends invoices in a different format — PDFs, emails, scanned images, spreadsheets. Someone has to read each one and key it into the accounting system by hand.
PO matching is error-prone and time-consuming. Line items don't always match exactly, and the rules for when to accept a variance live in the AP clerk's head.
Approval routing depends on amount thresholds, department codes, and vendor relationships that aren't documented anywhere — they're just "how we do it."
Month-end means a scramble to process the backlog. Duplicate invoices slip through. Discounts get missed. The close is delayed because AP isn't done.
Our Approach
Built on Habitat OS →How we fix this
We build an accounts-payable Habitat — a document ingestion pipeline that parses any invoice format, matches to purchase orders using formalized business rules, routes for approval based on your actual (not theoretical) thresholds, and feeds structured data directly into your general ledger. The tribal knowledge about vendor exceptions, variance tolerances, and cost code mappings gets captured once and applied consistently forever.
Discover
We audit your AP workflow — every vendor format, every exception rule, every approval threshold. We find the tribal knowledge that makes the process actually work (and breaks it when someone's out).
Structure
Invoice fields get mapped to a canonical schema. PO matching rules, variance tolerances, and approval routing logic get formalized. Cost codes and GL mappings get documented.
Build
An AI pipeline that ingests invoices in any format, extracts structured data with validated accuracy, matches to POs, flags anomalies, routes approvals, and posts to your GL — building the audit trail as it goes.
Proof
We've done this before
94.5%
validated accuracy on invoice parsing
Fountain Creek — AI-powered accounts payable for multi-location food service. Varied supplier PDF invoices parsed and structured via a Notion-based submission workflow.
Read case study →57,000
transactions synced automatically
QB Sync — automated construction project accounting. QuickBooks Online transactions synced hourly to Google Sheets with per-project cost visibility and reconciliation.
Read case study →Related Offerings
Ready to stop keying invoices by hand?
The conversation starts with understanding your vendor landscape — how many formats, what systems, and where the tribal knowledge lives.
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Ready to ship production AI?
Whether you need a quick Vibe Check or a full Habitat built on Habitat OS, we'd love to hear what you're working on.