Finance / CFO

How we overcame the challenges of complex settlements and helped the client recover frozen funds

Reorganization of operational processes, automation of 95% of mass payments, and immediate release of frozen working capital.

Payment Automation
0 %
Independent allocation of bulk transfers without explicit descriptions.
Billing Integrity
0 %

Process change eliminating the omission of invoice issuance after a completed stage.

Time to Effect
0 h

Immediate detection of overdue funds and unissued invoices right after implementation.

Business Challenge:
Scale of operations, billing gaps, and settlement difficulties

Our client is a large enterprise operating on a complex billing model. In its daily operations, the company handles a full range of transactions: recurring subscription agreements, multi-stage projects billed by milestones, split payment mechanism transactions, advance payments, and a continuous stream of adjustments. The scale of operations led to a situation where existing procedures were no longer efficient, and maintaining documentation continuity became an organizational challenge.

Main sources of the problem:

Process Gaps
(invoice omissions)

With a high volume of work, it sometimes happened that sales documents were not issued on time after a stage was completed.

Bulk Transfers without Precise Descriptions

Contractors settled obligations in bulk with a single transfer for several invoices, using abbreviated descriptions.

Diversity of Billing Models

Combining advance payments, staged contracts, and subscription agreements within a single client account.

Operational and Financial Consequences:

Frozen Working Capital

Unassigned payments and billing delays caused significant financial resources to remain blocked.

Time-Consuming Accounting Verification

The finance department spent many hours monthly manually matching payments to documents.

Limited Management Control

Difficulties in determining the exact status of settlements hindered amicable actions and financial liquidity planning.

Resivo's Solution:
Fundamental Process Change and Intelligent Automation

At Resivo, we operate on the principle that technology is a tool, and the key to success is proper business logic. Instead of treating symptoms, we approached the challenge comprehensively. We analyzed the processes together with the client’s accounting and operations teams to thoroughly understand the specifics of their daily work and eliminate constraints.

Stage 1:
Rebuilding and Securing the Billing Process

Without the need for code modification or interference with the client's accounting and warehouse system (based on Microsoft solutions), we proposed and implemented a well-thought-out process change within the organization. We streamlined the flow of information about completed work stages, introducing clear procedures and division of responsibilities. We eliminated the gap where a completed service was not reflected in an issued document.

Stage 2:
Dedicated Analytics and Automatic Settlement Report

We developed an advanced analytical tool that combined scattered data and automatically began compiling a complete transaction history – from order fulfillment status, through advance payments, to final invoices and corrective documents.

Stage 3:
Proprietary Algorithm for Reconciling Bulk Transfers

We designed a dedicated algorithmic mechanism for handling bulk payments. It analyzes combinations of amounts, payment patterns, and transaction history with a given contractor. The algorithm automatically assigns mass payments to the correct documents in 95% of cases, and the remaining 5% of unusual or non-standard transactions are directed for quick verification by accounting.

Financial
and Business Effects

The combination of a well-conceived process change and data engineering yielded immediate results.

Fast Invoicing and Recovery of Frozen Funds

The new report and streamlined process immediately revealed unassigned payments and overdue, previously omitted work stages. The company recovered a significant stream of frozen capital from previous periods overnight.

Full Integrity and Operational Continuity

New procedures completely eliminated the risk that a performed service would not be invoiced due to the rush of current tasks.

Certainty and Full Management Control

The finance department stopped wasting time on laborious clarifications, and management gained a transparent and fully reliable picture of financial liquidity.

This project demonstrates that order in data structure and proper process is not an unnecessary technology expense
– it is an investment that delivers returns in a short time.

— Resivo Data Engineering Team

You'll speak with

Marcin Króliczak

Founder & Data Architect

For 18+ years, I’ve been helping executive teams turn data into business advantage.

Solution architect
for CFOs, COOs, and CEOs

Expert in data integration and automation

Always focused on your results

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Let's talk now

+48 606 281 103

Write to me

marcin@resivo.pl

"If after our conversation you feel we can't help - I'll tell you straight.
Honesty has more value than a sale."