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

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

Orchestrating Large Language Models for financial markets: Lessons from our production deployment

Large Language Models for financial markets

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

Commodities market analytics cheatsheet: Essential tools for energy traders

commodities market analytics

This guide to commodities market analytics is designed for institutional energy traders, commodity fund managers, and market analysts seeking to leverage advanced AI-driven commodities market intelligence to gain competitive advantages in volatile energy markets through proven sentiment analysis techniques and real-time data processing capabilities. Navigating the volatile world of energy and commodity trading requires more … Read more

9 commonly asked questions about our LLM trading intelligence by hedge funds

LLM trading intelligence

*This article provides hedge funds and systematic trading firms with a comprehensive overview of how our LLM trading intelligence delivers strong performance through advanced alternative data processing.  In today’s rapidly evolving financial landscape, we know that hedge funds and systematic traders are constantly seeking novel approaches to gain a competitive edge. Amidst this quest for … Read more

7 reasons to watch market sentiment indicators in today’s volatile investment landscape

market sentiment indicators

In this new world order of financial markets, we have been seeing first hand both through our own activities and those of our clients how powerful market sentiment indicators can be for navigating market volatility. The hard truth found in the blur of the last few weeks in global markets is that traditional indicators often … Read more

Using LLMs for investment analysis: Transforming market intelligence in 2025

using LLMs for investment analysis

*This article explores how large language models are changing investment analysis by helping traders, portfolio managers and analysts identify complex market patterns, understand macro themes, and process vast amounts of unstructured data – all illustrated through practical examples from Permutable’s Trading Co-Pilot platform. The financial landscape is undergoing a profound transformation, driven by advancements in … Read more

Navigating market dynamics: 7 essential ways to use our Trading Co-Pilot

navigating market dynamics

*This article is aimed primarily at professional traders, portfolio managers, commodity traders, and institutional investors and explain how our AI-powered market intelligence platform can help traders and portfolio managers understand complex market dynamics using  seven specific use cases. Market volatility has reached new heights in recent month, creating unprecedented challenges for those navigating market dynamics … Read more

Trading Co-Pilot update: Enhanced UI for trading on sentiment

trading on sentiment

At Permutable, we’re pleased to announce a significant upgrade to our Trading Co-Pilot platform‘s UI, featuring a completely redesigned user interface that enhances the experience of trading on sentiment in today’s volatile markets. Our newly rolled our homepage dashboard will change the way traders interact with market sentiment data, offering streamlined access to key real-time … Read more

Trading Co-Pilot enhanced with advanced AI market sentiment analysis features

AI market sentiment analysis

At Permutable AI, we’re constantly pushing the boundaries of what’s possible in trading technology. Today, we’re thrilled to announce a substantial upgrade to our Trading Co-Pilot platform, with a particular focus on enhanced AI market sentiment analysis capabilities that will transform how institutional traders navigate commodity markets. Our latest release introduces five key improvements designed … Read more

Analyst View rolls out on our Trading Co-Pilot market intelligence platform

market intelligence platform - Analyst View

We’re thrilled to announce a new update to our market intelligence platform Trading Co-Pilot with the launch of our enhanced Analyst View. Powered by sophisticated GenAI agents, this development represents a significant leap forward in how traders interact with market data, combining advanced geolocation capabilities with our proven AI analysis systems. Building the next generation … Read more