# AI-Powered Geopolitical Risk Tool Boosts Efficiency and Reduces Risk

> Leading UK Organisation · Public Sector · QuantSpark Labs

QuantSpark developed an advanced AI-powered geopolitical risk tool, processing over 1 million data points in hours to enhance operational efficiency and reduce risks.

## At a glance

- **9.5 years** Manual Effort Saved
- Engagement: A few weeks

## What was the problem?

Our client aimed to revolutionise their data capabilities by integrating data and technology at the core of their operations. Existing data processes were laborious, presented significant operational risks, and led to the over-utilisation of analytical talent, hindering departmental effectiveness.

The project's objective was to equip the client with rapid, comprehensive geopolitical information in an easily digestible format. A key initial goal was to develop a proof-of-concept tool to demonstrate the value and applicability of generative AI for analysing international relations using open-source data.

## What did QuantSpark do?

QuantSpark developed a robust pipeline to source unstructured data and process it through an LLM-engine, extracting and storing structured information in a relational database. Concurrently, a bespoke web application was designed through product-led workshops with end users. This application empowered users to create custom visualisations, view raw tables, and access original source texts for each data point.

Employing a design-thinking, product-led approach, QuantSpark's interdisciplinary team delivered the proof-of-concept within a few weeks. The team comprised experts in Machine Learning, Analytics, Cloud Engineering, Software Development, Product, Graphic Design, UI/UX, Commercial Strategy, and Strategic Insights. Close collaboration with stakeholders ensured the identification of immediate opportunities, focusing on enhancing a specific aspect of their operations.

## What changed?

The infrastructure delivered by QuantSpark processed over **1 million pieces of content within hours**, an effort that would have required approximately **9.5 years of continuous manual work** from an individual. Test scenarios confirmed that the tool could replicate the same geopolitical insights as existing manual data gathering methods.

Key outcomes included:

*   **Significant Efficiency Boost**: Processed 1 million data points in hours, saving 9.5 years of manual effort.
*   **Reduced Operational Risks**: Achieved through secure and indirect data handling techniques.
*   **Enhanced User Empowerment**: A dynamic front end enabled non-technical users to effectively ask questions and communicate insights downstream.

This proof-of-concept tool represents a pioneering step for the client, introducing a new data-centric capability with the potential to enhance current functions through increased efficiency and novel insights.

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