alternative data

Enhancing oil price forecast accuracy with real-time sentiment analysis

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oil price forecast

This article explores how advanced AI-driven sentiment analysis is transforming oil price forecasting by processing thousands of news sources hourly to identify narrative drivers that precede market movements. It is written for energy traders, commodity analysts, quantitative researchers, risk managers, and institutional investors seeking enhanced oil market intelligence. The crude oil market represents one of … Read more

Predicting market movements through advanced sentiment analysis

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Predicting market movements

This article explores how advanced narrative intelligence and real-time AI-driven 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

Permutable launches War Sentiment Index: Real-time geopolitical risk analytics for institutional investment strategies

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Geopolitical risk analytics: Permutable's War Index v Crude Oil (Last 12 Months)

We are pleased to announce that we have officially launched our  War Sentiment Index, an advanced real-time geopolitical risk analytics feed that measures worldwide conflict sentiment, delivering institutional investors critical intelligence on geopolitical factors driving market instability. As current Middle East tensions from the Iran-Israel situation, broader regional conflicts, and persistent Russia-Ukraine hostilities fuel substantial … Read more

Founder analysis: How our real-time war sentiment data predicted the Iran oil price surge

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Iran oil price surge war sentiment

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

Turning unstructured data into tradeable intelligence using LLMs

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unstructured data

This article provides an in-depth analysis of how Permutable AI’s Auto Analyst transforms unstructured data into actionable market intelligence, examining our proprietary technology that converts information overload into strategic trading advantages. It is written for quantitative teams, Chief Investment Officers, discretionary traders, and portfolio managers seeking advanced solutions for processing vast amounts of market information … Read more

How real-time AI news analysis is transforming institutional trading

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AI news analysis

This article is an in-depth exploration of how advanced AI news analysis is reshaping institutional trading strategies, examining the evolution from traditional news feeds to intelligent, real-time market intelligence that enables superior investment decision-making. It is written for asset managers, hedge funds, research analysts, portfolio managers, and institutional trading professionals seeking to leverage cutting-edge news … Read more

The future of market data: Our CEO & Founder reveals what’s next

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future of market data

This article provides a strategic perspective on the future of market data from Permutable AI’s CEO and Founder Wilson Chan on how artificial intelligence and advanced analytics are reshaping the landscape of financial market intelligence, exploring emerging trends that will define the next decade of data-driven trading. it is written for Chief Investment Officers, Head of … Read more

7 LLM use cases in capital markets and long-term challenges

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LLM Use Cases in Capital Markets

This article explores the most impactful applications of large language models across capital markets, with real-world insights from Permutable AI’s implementation experience in trading, risk assessment, and market intelligence. This article is written for financial institutions, investment firms, and strategic technology leaders seeking practical guidance on implementing LLM-driven intelligence solutions in capital markets applications. The landscape … Read more

Q&A: How our LLM tools are transforming financial intelligence

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LLM tools

*This article explores how financial institutions can leverage specialist LLM tools to gain competitive market advantages with minimal implementation effort. Aimed at hedge fund managers, investment bankers, traders, and asset management professionals seeking to enhance their decision-making capabilities without the traditional AI integration challenges. In today’s fast-paced financial markets, the difference between success and missed … Read more

The noise to insight: Why our market sentiment data is the edge hedge funds want

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from noise to insight

This article explores how market sentiment data has become the crucial alpha source for modern hedge funds, showcasing Permutable AI’s systematic data feeds and proven track record in transforming unstructured information into exceptional trading returns. The article is written for hedge fund managers, systematic traders, and institutional investors seeking innovative alpha sources through AI-powered market … Read more