This is a comprehensive guide for institutional investors, quants, and macro strategists on applying news sentiment to trading, risk management, and regime detection, with examples taken from Permutable AI’s market sentiment data. We’re often asked how to apply our market sentiment insights in practice, how to turn the behavioural layer of markets into measurable, actionable … Read more
This FAQ is designed for institutional investors, analysts, and strategic teams looking to understand how Permutable AI’s Auto Analyst and Forecast Agents provide real-time market forecast capabilities and explainable insights across asset classes. At Permutable, we help institutional decision-makers go beyond delayed data and headline-chasing. Our Auto Analyst and Forecast Agents tools provide actionable, explainable … Read more
At Permutable, we’re redefining how investors navigate market volatility. As shocks from global tariffs and geopolitical headlines increasingly drive near-instant market reactions, traditional economic indicators arrive too late to inform timely decisions. Built for this new era, Permutable’s Trade Sentiment Index (TSI) quantifies the tone, direction, and momentum of trade-related news in real time, across … Read more
This article explores how alpha decay erodes multi asset investment returns and demonstrates how real-time macroeconomic and geopolitical sentiment intelligence helps institutional investors maintain their competitive edge. It is written for portfolio managers, institutional traders, risk managers, and investment professionals seeking to preserve alpha in increasingly efficient markets. The pursuit of sustainable alpha has become … Read more
This article examines the limitations of the VIX volatility index in modern markets and demonstrates how real-time sentiment analysis provides superior risk signals for institutional investors. It is written for institutional investors, systematic traders, risk managers, and portfolio managers seeking advanced market intelligence and risk assessment tools. For decades, institutional investors have turned to the … Read more
This article explores how sophisticated geopolitical news and analysis capabilities enable institutional investors to convert political uncertainty into strategic advantage through AI-powered intelligence platforms. It is aimed at institutional investors, risk managers, portfolio strategists, and financial professionals seeking to enhance their geopolitical risk assessment and investment decision-making capabilities. The landscape of institutional investing has fundamentally shifted, … Read more
The current market climate is increasingly being shaped by event trading and in this high-stakes environment where volatility is driven by rapidly evolving geopolitical and macroeconomic events, traders and portfolio managers face mounting pressure to act fast and act smart. Over the past six months, we’ve seen a surge in geopolitical tensions, international policy shifts, and … Read more
Alternative data has been changing the landscape of institutional investment strategies, transforming how hedge funds, asset managers, and systematic traders identify alpha opportunities in increasingly competitive markets. As traditional data sources become commoditised, sophisticated investors are turning to alternative data streams to gain decisive informational advantages. This comprehensive guide addresses some of the most common … Read more
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
We have released our comprehensive 12-month analysis from the Political Tension Sentiment Index, revealing that global political sentiment has remained overwhelmingly negative throughout the period – driven by sustained trade conflicts, high-profile leadership events, and frequent diplomatic flashpoints. Our Index, which leverages advanced machine learning to track sentiment across thousands of headlines in near real … Read more