macro analysis

How can workflow provide an edge in volatile markets and reduce opportunity cost of limited clarity? 

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volatile markets

This article examines how structured workflow provides a competitive edge in volatile markets by reducing the opportunity cost created by limited clarity. It is aimed at hedge fund portfolio managers, macro strategists, quantitative teams and risk desks seeking to convert high-volume narrative flow into structured, trade-relevant signals and act before regime shifts are fully priced … Read more

USD/JPY outlook: Regime shifts, rate cycles and macro sentiment (2016-2026)

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USD/JPY Outlook

In this article, we analyse USD/JPY through the lens of domestic US and Japan rates sentiment, testing whether FX has kept pace with the compression in the 2-year spread. For discretionary macro and systematic desks, we combine bond market pricing with cross-sectional policy analysis to assess whether the next regime shift is already underway, or … Read more

UK economic sentiment signals fragile 2026 outlook

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UK economic sentiment

This article analyses the latest slowdown in UK economic growth, showing how shifts in UK economic sentiment anticipated the Q4 stall before official GDP data confirmed it. Aimed at macro investors, systematic trading desks and policy professionals, it explains how real-time sentiment signals provide a forward-looking edge on UK momentum heading into 2026. The UK’s … Read more

China macroeconomic indicators and economic outlook 2026: Growth delivered, domestic demand still catching up

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China macroeconomic indicators

This article takes a closer look at what China macroeconomic indicators are signalling as the cycle turns into 2026. We set the official prints alongside regional macro sentiment indices to separate headline stabilisation from genuine improvement, and to gauge whether domestic confidence is building or still absent. It is aimed at macroeconomists, strategists and investors … Read more

German economic sentiment: Why narrative explains what the data can’t

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Macroeconomic Sentiment

In this article, we examine why Germany’s macro stabilisation has not translated into market conviction, and what German political sentiment and German economic sentiment reveal about the disconnect. Inflation has cooled back towards target territory, delivering the first sub-2% print since late 2024. The European Central Bank has, for now, closed the tightening chapter. Bund … Read more

Venezuela Risk Pulse one month on: How sentiment signals flagged escalating geopolitical risk

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Venezuela Sentiment Signals

This article analyses how Permutable AI’s sentiment signals identified escalating geopolitical risk around Venezuela before it was fully priced by markets. Aimed at macro investors, risk managers, commodities desks and policymakers, it explains how narrative clustering and velocity of sentiment signals now drives cross-asset repricing, highlighting why FX, havens and credit reacted ahead of oil … Read more

Energy market outlook 2026: 5 key sentiment drivers shaping Brent, WTI, TTF and LNG

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Energy market Outlook 2026

In this Energy Market Outlook 2026, we demonstrate how 2025 marked a clear shift in market dynamics and how this will continue into the year ahead. Fundamentals remained the bedrock, yet sentiment increasingly shaped positioning and the direction of trade. Even with stable supply, soft demand and well-stocked inventories, markets moved in ways that the … Read more

7 strategic use cases of our China economy news intelligence

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china economy news

This article explains how AI transforms high-volume China economic news into structured, real-time market sentiment signals. It’s written for portfolio managers, commodity traders, quant researchers, and strategists across finance and energy-linked sectors, as well as business leaders making sourcing, hedging, risk and investment planning decisions involving China and the China macroeconomic landscape. Institutional participants monitoring … Read more

Yen outlook: How dual headwinds and rising China tensions are shaping JPY market sentiment

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Yen Outlook

In this article we take a closer look at the recent volatility in the yen outlook as Japan grapples with a Q3 growth setback, weakening domestic demand and a hardening China risk premium. We examine how setbacks to tourism and tech shocks, rising long-end JGB yields, deteriorating cross-asset sentiment and a cautious BoJ are shaping … Read more

How to turn news sentiment into strategy: A guide for institutional investors

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news sentiment

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