Where the hours are going
AP teams, whether processing 500-to-2,000 invoices per month or 10,000+ across multiple entities, tend to look fine on a process map and feel terrible from the inside. The same friction points show up at every scale.
Three-way match exceptions piling up
Each one a 10-15 minute manual investigation. At 200 exceptions a month, that's a full-time analyst doing nothing but reconciling.
Invoice data re-typed from PDF into your ERP
Because the OCR you bought doesn't handle vendor-specific layouts.
Reconciliation errors creating audit findings
Discrepancies that show up months later, traced back to a manual mistake nobody can identify.
Vendor payment delays creating supplier strain
Even though the funds are sitting in the account. Slow payment hurts pricing leverage and supplier relationships.
AP team turnover from grinding work
Repetitive keying is not a career; high-performers leave for FP&A and analyst roles.
What you receive
A short, focused engagement. No 60-page deck. Five concrete deliverables your finance leadership can act on the same week.
AP/AR process map
Receipt to entry to match to pay to reconcile, with current hour cost + exception rate per step.
Volume and error-rate analysis
Percentage of invoices cycling through exceptions today, and what's recoverable through automation.
Three-way match automation candidates
Which PO/receipt/invoice triples can be auto-matched, and which need rule-based exception routing.
ERP-integration readiness scoring
Whether your ERP can ingest automated data cleanly, or whether middleware is required.
ROI projection with implementation sequence
What unlocks the most hours first, what saves the most dollars later.
What automation tends to unlock
For a single-entity AP team ($20M to $500M revenue, 500-2,000 monthly invoices)
Automating three-way match and exception routing at this scale can typically recover 30-60 hours per month of AP team time, about $18,000-$60,000 per year of recovered AP capacity at a blended fully-loaded labor cost of $50-80 per hour. Reconciliation accuracy improvements typically clean up an additional 1-3% of AP transaction volume that would otherwise surface as audit findings later. The larger benefit is the redeployment value: AP analysts moving from invoice keying to vendor relationship management and supplier financing optimization.
For multi-entity organizations ($1B+ revenue, 10,000+ monthly invoices)
At this scale, recovered AP capacity can reach 150-300 hours per month as multi-entity coordination, complex exception routing, and audit-evidence gathering compound. At that AP blended labor cost ($70-110 per hour), that's $126,000-$396,000 per year of recovered capacity, before counting the larger reconciliation-accuracy lift and the supplier financing optimization opportunities that automated payment timing unlocks.
Your specific numbers fall out of the assessment; we anchor every recommendation to your actual baseline, not industry averages.
Where the recovered capacity goes
The work being automated is not analysis. It is data movement. AP exception routing that requires looking at three screens. Invoice data re-typed from PDF into your ERP. Reconciliation lookups that flag the same patterns every month.
Automating the data movement gives AP analysts back the capacity to do the work they were hired for: vendor relationship management, supplier financing optimization, dispute resolution, payment-terms strategy. The recovered hours don't go away. They get redeployed to the work that compounds.
This is the answer to the unstated question every AP and finance leader asks before approving automation work: what happens to my people? Forge RPA does not replace people. We replace the manual work that prevents them from being the analysts you hired.
AP analyst and reconciliation roles also tend to run higher turnover than analytical positions. People leave repetitive keying and exception lookup work more often than vendor relationship or dispute resolution work. At a fully-loaded turnover cost of $15,000 to $50,000 per event, a modest attrition reduction across an AP team adds materially to ROI. Automation does not eliminate jobs; it eliminates the friction that drives people out of them.
How it works
Two to three working days of structured diagnostic. Light touch on your team: a few interviews, a data pull, a working session.
Discovery
Walk-through of receipt-to-reconcile workflow with your AP team. Volume data pull from your ERP. Exception sample review.
Analysis
Six-criterion scoring on automation candidates, integration assessment, ROI modeling per candidate.
Delivery
Executive presentation, detailed report, prioritized roadmap with effort estimates, Q&A.
Common questions
How does this work with our existing AP automation tool (e.g., Bill.com, AP automation in NetSuite)? +
We assess against what you already have. The goal isn't to replace your AP tool but to find the gaps it leaves and fill them with targeted automation: three-way match exception routing, reconciliation accuracy, vendor master data hygiene.
What invoice volume makes automation worth it? +
Generally 300+ invoices/month per AP analyst makes the math compelling. Below that, automation pays back slowly. Above that, the savings compound fast.
How do you handle multi-entity AP? +
Multi-entity is where automation pays back fastest. Each additional entity multiplies the manual reconciliation overhead. We map AP flows per entity and surface the cross-entity automation opportunities.
Can you integrate with our procurement system (Coupa, Ariba, Procurify)? +
Yes. PO data from procurement is one of the three legs of three-way match. The assessment includes integration scoping for your specific procurement stack.
Find where your AP team's hours are going
30-minute discovery call. We confirm fit, scope, and timing for a formal assessment.