What These Numbers Mean for Your AR/Billing Team
The 67% automatability figure means roughly two-thirds of what your AR/billing staff does today consists of work that software can reliably handle — think invoice generation, payment posting, balance calculations, aging report runs, and routine reconciliations. These are rules-based, repetitive tasks where the data is structured and the logic is consistent. That's a meaningful portion of a role paying $38,000–$48,000 annually.
What stays human — the remaining ~33% — is where this role actually earns its value:
- Judgment calls: disputed invoices, payment plan negotiations, determining when to escalate collections
- Relationships: talking to clients who are struggling to pay, preserving goodwill while protecting cash flow
- Exceptions: transactions that don't fit the system's rules — misapplied payments, billing errors, contract edge cases
The honest implication: the routine processing work shrinks; the exception-handling and client-communication work remains. Your AR staff increasingly becomes a problem-solver, not a data-entry role.
Based on 11 postings our engine analyzed · updated .