AI Income Risk · Real Estate
Moravskoslezský kraj
ProofIndex score 37/100 (Low Risk) · high confidence
ProofIndex score: 37/100 (Low Risk risk).
Low Risk is this area's band among covered Czech Republic markets, not an expected outcome. Confidence (high) describes how complete and direct the input data is, not how accurate a prediction would be.
Scoring period 2026-Q3 · high data confidence
Moravskoslezský kraj (Czech Republic) is relatively insulated in ProofIndex’s scoring, with a ProofIndex score of 37/100 (Low Risk). The biggest contributor is employment vulnerability. This measures how exposed local jobs are to AI automation, based on the area’s occupation mix.
Key risk drivers
- Resilience Factors: 88/100
- Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
- Employment Vulnerability: 53/100
- How exposed local jobs are to AI automation, based on the area’s occupation mix.
- Income Concentration: 33/100
- How concentrated local income is in higher-paid, AI-exposed work.
- Housing Leverage: 33/100
- How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
Where this score comes from
Every ProofIndex pillar uses published statistics. Review the sources behind this area's score, when each was released, and its known limitations.
- Employment Vulnerability: ČSÚ — VŠPS
- Labour Force Survey occupation mix · Official statistics · Regional · vintage 2024. Occupation mix is direct at regional level; smaller districts may inherit and adjust regional structure.
- Income Concentration: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
- Housing Leverage: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
- Rental Market Exposure: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
- Resilience Factors: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
Frequently asked questions
Is Moravskoslezský kraj at risk from AI job losses?
ProofIndex does not forecast job losses. It measures how exposed local incomes are: a higher score means more of the local wage base comes from work that AI is changing. On that measure, Moravskoslezský kraj is less exposed than most covered Czech Republic markets. It scores 37/100 (Low Risk) overall, and 53/100 on employment vulnerability, which measures how much local work overlaps with tasks AI can already do.
How exposed is the Moravskoslezský kraj housing market to AI automation?
Moravskoslezský kraj scores 37/100 (Low Risk) on ProofIndex, which blends how exposed local incomes are to AI with how leveraged the local housing market is. The largest contributor is employment vulnerability at 53/100. This measures how exposed local jobs are to AI automation, based on the area’s occupation mix. Housing leverage scores 33/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 88/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Czech Republic, so this compares Moravskoslezský kraj with other Czech Republic markets. It cannot be compared directly with markets abroad.
Why is Moravskoslezský kraj rated Low Risk?
Low Risk is the risk tier ProofIndex assigns to a composite score of 37/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Moravskoslezský kraj the risk pillars rank employment vulnerability 53/100, income concentration 33/100, housing leverage 33/100. Confidence in the underlying data for this area is high.
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Other Czech Republic markets
- Hlavní město Praha: 87/100
- Praha-západ: 81/100
- Praha-východ: 81/100
- Brno-venkov: 79/100
- Mladá Boleslav: 78/100
- Jihomoravský kraj: 78/100