AI-Powered Client Due Diligence for Factoring Sales

Country

Poland

Industry

fintech

For an anonymous financial institution, 10Clouds built an AI-supported research workflow that brings company and industry information into structured reports for factoring sales specialists. The tool has been live since September 2025 with a limited sales group; expansion is underway.

Services

AI/MLProduct Design

Technologies

AIConsoleAzure OpenAIPython

Project in numbers

40 → 20 min
Manual verification, April 2025 PoC
34 → 5
Sources/screens checked, April 2025 PoC
80%
Task success, April 2025 PoC

Background

An anonymous financial institution offers factoring solutions for SMEs. Sales specialists need thorough company research before each client meeting — financial standing, industry context, and market environment.

The project was delivered in two phases: a Proof of Concept and an optimisation phase adding in-depth industry analysis.

Background

The Challenges

In the April 2025 proof of concept, manual client verification took 40 minutes and involved checking 34 sources or screens. The tested workflow reduced those figures to 20 minutes and 5 sources or screens.

Preparation quality varied by individual specialist. No quick access to industry context — market trends, sector risks, or benchmarks required hours of additional research.

The Challenges

Phase I: Client Report

AIConsole automatically aggregates data from registration registries, ownership structures, VAT verification, financial statements (~150 data points), and current news into a single structured report.

Specialists enter a tax ID or company name. The workflow produces a structured report with thematic sections and source links.

Phase I: Client Report

Phase II: Industry Analysis

The tool was extended with a dedicated industry module: SWOT analysis with sources, market trends, regulatory risk assessment, benchmarks, competitive analysis, and ready-made sales conversation questions.

Results can be exported to PDF for use before client visits.

Phase II: Industry Analysis
90+ Clutch reviews with an average score of
4.9
It used to take me an hour — here it took 3 minutes. That's brilliant.
Factoring specialist
Sales team
I felt better prepared. I didn't feel like an expert, but I was a real conversation partner.
Test participant
Sales team
It was really useful — I had a meeting with an industry I was less familiar with, and the information was great — and fresh.
Test participant
Sales team

Conclusions & Outlook

In the April 2025 proof of concept, manual client verification fell from 40 to 20 minutes, source or screen checks fell from 34 to 5, and task success reached 80%.

The tool has been live since September 2025 with a limited sales group; expansion is underway.

Conclusions & Outlook
/03Selected work

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