Wholesale Transforms Invoice Processing, Reduces 7-Day Delays to Same-Day Processing

A Munich wholesale company transformed invoice processing workflow, reducing processing delays from 7 days to same-day while eliminating manual data entry.

The Challenge

The operations team in Munich processes invoices manually: 7-day delays, 18 hours per week of data entry, 9% error rate. Each invoice requires manual extraction, validation against purchase orders, ERP entry, and approval routing. The delays compound: suppliers wait for payment, cash flow tightens, relationships strain. The Process Owner tracks the cost: 7-day processing delays, 18 hours/week manual work, 9% error rate requiring rework. Workflow efficiency sits at 45%—half the team's time is waste.

Quantified Metrics

Processing Delay
7 days
Source: Process metrics
Manual Data Entry
18 hours/week
Source: Time tracking
Error Rate
9%
Source: Quality audit
Workflow Efficiency
45%
Source: Process analysis
Protocol

How We Rebuild the Logic

Efficiency is not an accident; it is engineered. We do not patch your current workflow. We rebuild the logic that drives it.

01

Diagnose

CHF 10,000 forensic analysis: Map every invoice touchpoint, quantify workflow inefficiency, identify automation opportunities. We audit your current process—no assumptions.

02

Architect

Custom AI layer: Document extraction (GenAI), validation rules (ML), workflow automation (Python). We rebuild the logic that processes invoices—not patch your current workflow.

03

Transfer

You own the system—not rent. Full code transfer, documentation, training. Breakeven: 5 months. 78% time reduction.

System Architecture

Data flows left to right.

Invoice InputINPUTGenAI ExtractionPROCESSINGML ValidationPROCESSINGWorkflow EnginePROCESSINGERP SystemOUTPUT
Input
Processing
Output

Tech Stack

GenAI (document extraction),ML (validation rules),Python (workflow automation),ERP integration

Results & Metrics

Before / After

Before
Processing Delay7 days
Manual Data Entry18 hours/week
Error Rate9%
Workflow Efficiency45%
After
Processing DelaySame day
Manual Data Entry2 hours/week
Error Rate0.3%
Workflow Efficiency95%

ROI Progression

€325K €206K €88K €-31K €-150K €-150K Month 1-5 €250K Month 6-12 €325K Year 2 €325K Year 3

Implementation Timeline

BeforeBaselineWeek 1-22 weeksProcessing Delay: 6Manual Hours: 15Week 3-42 weeksProcessing Delay: 4Manual Hours: 10Week 5-62 weeksProcessing Delay: 2Manual Hours: 5AfterSteady State

Implementation timeline showing phases and metrics. Breakeven achieved after complete transfer.

Breakeven Point
5 months
3-Year ROI
€750K
"We reduced processing delays from 7 days to same-day. Manual data entry dropped from 18 hours to 2 hours per week. The workflow transformation is complete—we process invoices automatically."
P
Process Owner
Wholesale, Munich