Client Success Story
RAG-Powered Process Automation for a UK Fintech Platform
Project Overview
Transforming Financial Operations with Intelligent Automation
A RAG-powered automation layer that enables teams to retrieve accurate information, automate internal workflows, and reduce manual processing across finance and operations.
FinTech
London, UK
3 months
$15K
Strategy & Execution
RAG Architecture & UK Financial Compliance Implementation
We approached this project as a FinTech-grade AI automation initiative, where accuracy, traceability, and security were as important as AI capability.
Our approach focused on: Designing a Retrieval-Augmented Generation (RAG) architecture to ground AI responses in verified internal data.
Automating repetitive operational workflows using AI-assisted decision support.
Ensuring the solution aligned with UK financial and compliance expectations.
Delivering incremental value through automation, rather than replacing core systems.
Instead of building a standalone AI feature, we embedded RAG directly into existing workflows to act as an intelligent operations layer.
Hi, I'm Danylo Melnychuk
CEO at Xedrum
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