artificial intelligence

What is multi entity sentiment code and do we use it to decode complex market narratives?

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In today’s interconnected financial landscape, events rarely impact a single entity in isolation. Headlines often bundle together multiple assets, economies, and companies, each influenced in different ways and to varying degrees. Traditional sentiment analysis tools, while useful, tend to fall short in these nuanced scenarios – typically tagging sentiment to one main entity per text … Read more

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

GBP USD outlook: USD demise as GBP takes spotlight

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GBP USD outlook

This article examines the unique dynamics propelling GBP/USD to a three-and-a-half-year high. It explores the interplay of fundamental macroeconomic indicators and market perceptions of institutional credibility, unveiling systemic truths behind sterling’s 2025 rally and the unexpected deterioration of US economic exceptionalism. Advanced AI market intelligence This week, our AI-driven Trading Co-Pilot detected early bullish signals … Read more

LNG price ascent stirred by geopolitical volatility: Our Trading Co-Pilot’s guide through turbulent energy markets

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LNG price ascent

This article looks at the significant movements in the Liquefied Natural Gas (LNG) market over the past fortnight, driven by a combination of geopolitical volatility and strong demand-side fundamentals. Our proprietary Trading Co-Pilot, leveraging advanced Artificial Intelligence and Large Language Model (LLM) sentiment analysis, precisely detected this volatile energy market landscape, identifying optimal positions and … 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

AI and the future of work: The inevitable march towards expert-level intelligence

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AI and the future of work

This thought leadership piece by Wilson Chan, Founder and CEO of Permutable AI examines the trajectory of AI development from current capabilities to expert-level performance and the profound implications for businesses and workers across all industries. It is aimed at business leaders, executives, HR professionals, technology strategists, and forward-thinking professionals seeking to understand and prepare … Read more

LLM price performance comparison: Why intelligence-to-cost ratio defines enterprise AI success

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LLM price performance comparison analysis

The artificial intelligence landscape is constantly evolving as new models redefine what’s possible at increasingly competitive price points. Every business knows data must work harder, and future success demands the deployment of sophisticated LLMs. But to do this at enterprise level, it is absolutely vital to undertake an LLM price performance comparison to identify solutions … 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

How AI agents are transforming real-time commodity price forecasting

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commodity price forecasting

In terms of commodity price forecasting, in the current challenge to world diplomatic order, the emergence of AI agents in commodity forecasting represents a fundamental shift in market analysis. More importantly, these autonomous systems are redefining how traders approach price prediction, as evidenced by our Trading Co-Pilot’s recent analysis of Brent Crude Oil movements. During … Read more

Machine learning’s role in predicting market trends and volatility

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predicting market trends

Let’s start with a simple truth: predicting market trends and volatility has always been a bit of a dark art. For years, traders and investors have relied on a mix of experience, intuition, and traditional statistical models to navigate the choppy waters of financial markets. And it isn’t just about making profits; it’s about managing … Read more