Real Businesses, Real Results
We don't deal in perfect case studies or cherry-picked numbers. These stories come from finance teams who were tired of the same invoice processing headaches you probably face right now. Some implementations went smoothly. Others hit unexpected snags. But every client here found a better way to handle their AP workflow.
All experiences shared with permission. Names and companies verified. Dates reflect actual implementation timelines from 2024 through early 2025.

A Closer Look: Regional Distribution Company
This mid-sized distributor came to us in November 2024 after their accounting manager retired. The person who replaced her discovered that invoice processing was eating up nearly 35 hours per week across two people.
The Situation They Faced
They were handling about 1,800 invoices monthly from 200+ suppliers. Everything came in different formats. Some vendors emailed PDFs, others still faxed paper invoices. The AP team was manually keying in every line item, then routing printed copies for approval signatures. Payment runs happened twice monthly whether invoices were ready or not.
What Changed After Implementation
We started with their top 50 vendors by volume in December 2024. The system began capturing invoice data automatically and routing approvals based on purchase order matching rules they defined. By February 2025, they'd expanded to include all regular suppliers.
Their AP processing time dropped to about 12 hours weekly. The accounting manager told us the biggest win wasn't even the time savings. It was finally having reliable data to analyze spending patterns and negotiate better terms with key vendors. They caught duplicate invoices twice in March that would've been paid under the old system.
Not everything went perfectly. They had to adjust some vendor coding structures that didn't match their ERP setup. And their controller needed convincing that automated approvals were actually more secure than paper signature routing. But six months in, nobody wants to go back to the old process.
Numbers From Actual Usage
These metrics represent averages from clients who implemented our system between July 2024 and January 2025. Results vary based on invoice volume, vendor complexity, and existing processes.
Average across 28 active implementations tracking before/after metrics
From invoice receipt to payment authorization compared to manual routing
Invoices requiring zero human intervention after 90-day learning period
Time to recover implementation costs through efficiency gains and error reduction
Different Industries, Similar Frustrations
Invoice processing challenges look different depending on your business model. But the underlying problems tend to be remarkably similar.
Manufacturing Sector
Production & Materials"Our challenge was matching invoices to multiple purchase orders when suppliers combined shipments. We'd spend hours reconciling discrepancies between what we ordered and what actually showed up."
Manufacturing clients typically process 2,000-5,000 invoices monthly with complex three-way matching requirements. The system handles partial deliveries and backorders that used to require manual investigation. One client reported catching a $14,000 overcharge in March 2025 that their previous process would've missed until annual reconciliation.
Retail & Distribution
Multi-Location Operations"We operate seventeen locations across four regions. Invoice approval routing was chaos because managers were constantly traveling between sites. Things sat unapproved for weeks."
Retail operations deal with high invoice volumes from diverse vendor types. One regional chain processes 800+ invoices weekly from suppliers ranging from major distributors to local service providers. Mobile approval capability eliminated bottlenecks when location managers weren't at their desks. They've maintained consistent payment schedules since implementing automated routing in January 2025.

