MacroLab AI
Empowering economic analysis with artificial intelligence
Markets move on narratives. We read them at machine scale — and turn them into signals you can audit.
The numbers and the narrative are kept apart.
Economic decisions and outcomes are shaped by a complex interplay between real-time news flows and hard numerical metrics. Yet, traditional analytical tools often treat unstructured textual context as separate from quantitative time series, leaving the real-world drivers of economic shifts buried in statistical noise.
MacroLab exists to unify these and other multimodal data streams, transforming vast narrative flows into structured, real-time economic intelligence.
From narrative to number.
We build research-backed products that deliver automated narrative attribution, real-time forecasting, and structural risk decomposition.
From tracking broader macroeconomic cycles to monitoring commodity dynamics and market sentiment, our products untangle complex data environments to explain not just what is moving in the economy, but why.
Read everything
Language models process the full news flow, every day — not a sample, not a summary.
Explain every number
Each signal links back to the exact articles that drive it, ranked and inspectable.
Test against history
Signals are validated with rigorous real-time backtests before they reach a dashboard.
Our approach combines domain-informed economic principles with modern artificial intelligence. Driven by curiosity and dedication to our craft, we push the research frontier with creative, forward-thinking methods while remaining firmly grounded in scientific rigor, transparency, and empirical thoroughness. We are an engaged, passionate team of researchers and builders committed to translating high-level scientific innovation into clear, relevant insights with real-world relevance and impact.
Working demonstrations, not slideware.
Our research ships as live dashboards: business-cycle nowcasts read from Norwegian news, uncertainty indices built from decades of text, and more on the way.
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