Clean Data Is Not a Luxury.
It Is Your Working Capital Foundation.
Finance teams often encounter administrative friction from manual AP exceptions and legacy data silos. We collaborate with your team to eliminate spreadsheet duct-tape and establish robust, data pipelines and reconciliation processes that protect your operational foundation.
Private Data Cleanup • Automated Format Validation • 100% Data Privacy
Automated Invoice & PO Matching
We build automated rules that match invoices to purchase orders, clean up formatting, and flag real discrepancies for human review.
Vendor, Customer & Donor Deduplication
Eliminates the "Acme Corp / Acme LLC / ACME INC" duplicate vendor disaster. Automatically enforces E.164 international phone formatting and restores dropped leading postal zeros (07030 → 7030) that break direct mail and billing.
Private, In-House Data Processing
Clean and reconcile sensitive financial or donor files directly inside your secure environment—with zero per-row API fees, zero telemetry leakage, and complete data privacy under NDA.
Financial Workflow Friction Simulators
Calculate hidden administrative costs and trapped working capital across Accounts Payable exceptions and Accounts Receivable aging distributions.
*Assumes ~23 mins manual triage & reconciliation per exception across PO, receiver, and vendor records at $50/hr burdened staff cost.
Stop Paying the Manual Data Tax
In 14 business days, we inspect your sample data, formulate deterministic SQL/Python reconciliation rules, and deliver production-ready pipelines you own forever.
Request a Data Hygiene & AP Match Audit