Talya Stone 
This article explores how advanced narrative intelligence and real-time AI0driven sentiment analysis are transforming the way professional traders and systematic investors approach predicting market movements. When Brent crude spiked from $69 to $74 in June 2025, traditional analysts were still parsing Middle Eastern headlines whilst our War Sentiment Index had already flagged the narrative shift … Read more
On the evening of June 12th, our War Sentiment Index – one of 22 proprietary macro indices we’ve developed at Permutable AI – began detecting unusual patterns in media coverage surrounding Middle Eastern tensions. What unfolded over the next 16 hours demonstrates precisely why we built these systems and why they’re becoming indispensable for serious … Read more
This comprehensive analysis examines how the Iran-Israel conflict has impacted global financial markets, comparing its effects to the Russia-Ukraine war. Aimed at institutional investors, fund managers, and trading professionals, it offers critical insights for navigating geopolitical tension and understanding risk patterns and market opportunities during periods of heightened uncertainty. As the storm brewed over global … Read more
This article provides insights into orchestrating Large Language Models for financial markets, comparing LangChain and Airflow frameworks based on real production deployment experience at Permutable AI. It is aimed at Heads of Innovation, CTOs, and senior technology leaders in financial services considering large-scale LLM implementation for trading and market intelligence applications. At Permutable AI, our … Read more
In an era defined by its relentless news cycle, the diversity and volume of our news sentiment US data today is an interesting reflection of the day-to-day happenings. It also gives a fascinating glimpse into the regional and national psyche. This sentiment analysis chart from our United States data shows a detailed breakdown of news … Read more
In today’s interconnected world, understanding a company’s supply chain is crucial for anyone involved in business, from executives and investors to policy makers and even consumers. Supply chains are the lifeblood of global commerce, representing the journey products take from raw materials to the finished goods we buy. But how exactly can one map out … Read more
The pulse of news sentiment can shift rapidly, understanding these changes is crucial for policymakers, business leaders, and community advocates. Our recent comprehensive analysis of our UK data sets sheds light on the intricacies of public mood across various sectors in the United Kingdom, revealing how employment, housing, political tension, and concerns over violence influence collective … Read more
As the digital landscape continues to evolve, the importance of data analytics and artificial intelligence in driving business success cannot be overstated. Among the giants in this space, Palantir Technologies stands out for its pioneering work in big data and AI (despite some ethical issues encountered along the way). However, several other companies are emerging … Read more
Geopolitics and international relations are some of the biggest factors that affect the stock market. With high levels of globalization and integration of financial markets, changes in geopolitical landscapes can significantly affect financial systems and subsequently, the global economy. This article will explain how geopolitics affects the stock market, revealing the various geopolitical factors that … Read more
Recent geopolitical data from our news sentiment analysis sheds light on the global landscape of election-related risks and media coverage. Our data provides a look at regions of concern and stability, with significant variations in election risks apparent across countries. This is all underpinned by our innovative technology which facilitates extensive media coverage and sentiment … Read more