The same remote employee handles foreign supplier invoices and bank
statements. Automation reduced the monthly workload for these two
processes from approximately 11–12 hours to 1.5 hours.
This is a conservative calculation based on typical monthly volumes and
handling times. It represents 114–126 hours a year – roughly three working
weeks recovered in a single role. It does not include the benefit of
fewer errors or the shorter time needed to resolve exceptions.
Foreign PDF invoices
120 documents: from six hours to one
Manually entering an invoice – including supplier master-data checks,
line-item mapping, date validation, the relevant National Bank of
Poland exchange rate and currency conversion – takes an experienced
operator approximately three minutes. A language model extracts data
from a typical two-page invoice in 2–3 seconds. The system maps the
supplier and line items, applies validation rules, and the operator
approves the result. The entire process takes about 30 seconds per
document.
Bank statements and payment matching
A full month: from 5–6 hours to approximately 30 minutes
After importing a bank statement, the system identifies the
counterparty and suggests the open items to be cleared. An operator
decides whenever the match is uncertain. The confirmed decision is
retained, allowing the next similar payment to be matched
automatically. The resulting data is prepared in a format supported
by the client’s accounting system or by its accounting firm.
A structured data flow
Management sees the current process status without separate reporting.
The employee can work remotely while the system maintains the
current document and payment status, including cleared and
outstanding items, as well as exceptions. The process no longer
depends on private files or one person’s knowledge. Management
information is created as part of everyday work.
Continuous improvement loop
Go-live starts the next measurement cycle.
We stay with the process. Together with the client, we monitor
exceptions, recurring decisions and the steps that still consume
time. We design the next improvements from real work and operational
data, then measure their effect again.
Capacity for growth
The business can handle higher volumes without adding another role for
repetitive work.
For a role heavily burdened with similar tasks, a very conservative
potential of 300–500 recovered hours per year frees up capacity
equivalent to 0.15–0.25 FTE.
The recovered time can be used for management reports and analysis,
customer service and exceptions that genuinely require the
employee’s judgement, expertise and accountability.
See how we measure the first process →