Sector Momentum

Live trajectories and investment flows at the industry level

The Sector Momentum Engine provides a live, continuously updated view of which sectors are accelerating or decelerating across the Baltics, Nordics, and Africa. We move beyond lagging reports to quantify momentum using real-time investment and activity signals.

Start exploring signals

Quantify true sector health

Sector Momentum is calculated using proprietary models that unify diverse, validated signals of investment and market activity, giving you an immediate score for industry health.

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Tender investment volume:

Analyze the total volume and value of public procurement and tenders across sectors. A surge in national tenders acts as a leading indicator of sector-specific government investment.

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Trade dynamics & flows:

Monitor import/export cycles by product (HS codes) and partner country via UN Comtrade and Eurostat Comext. Significant trade fluctuation is a critical signal for changing demand and supply-chain intensity within a sector.

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Workforce demand shifts:

Utilize hiring velocity data to measure real-time talent commitment, which correlates strongly with expected sector growth.

Harmonize sector classification

We address the challenge of patchy data and differing classification systems across regions by implementing cross-regional harmonization, ensuring scores are comparable and accurate.

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Classification harmonization:

Raw data from disparate sources (registries, trade data, tenders) are mapped to a standardized sector classification. This is necessary for accurate cross-regional analysis.

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Registry-based changes:

We track company-level changes which aggregate into sector-level momentum indicators.

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Data completeness and gaps:

Our methodology transparently acknowledges that data availability is patchy by country, necessitating custom ingestion pipelines for each market to maintain uniformity.

Forecast trajectories, not just status

The Sector Momentum Engine provides the necessary input for predictive modeling, allowing analysts to forecast inflection points.

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Predictive input for models:

Output the aggregated, clean time-series data for sector momentum directly to your internal forecasting and AI models via the Time-Series Studio.

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Identify emerging trends:

Use the engine to identify turning points based on real-time activity shifts, tracking new sectors heating up through procurement and investment velocity.

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