Saudi Arabia
Third illustrative run, on the second-pass scenario set. The capability scores are candidate ratings and the test settings were drafted with the scenario records in the second pass; neither has been adopted. Scores are from the GINC National Capability Index 2026, which describes them as candidate ratings. Exposure is set nation by nation from the CIA World Factbook 2025 and the scenario’s regional exposure. Results show the method working on real scores; they are not findings about any nation. How the tests work.
Vulnerability and opportunity
Archetype: Climbers. Low vulnerability, and gains from open markets and digital public services. One of 39 nations with a similar pattern of results.
Well placed over 10 years: lower vulnerability, higher opportunity than the median nation.
- Vulnerability · 10 years
- 8.5
- rank 172 of 197 · 3 years: 8.3
- Opportunity · 10 years
- +6.3
- rank 52 of 197 · 3 years: +6.3
- Shock absorbed
- 44%
- by its own buffers, across downside scenarios
- Policy dividend
- +0.09
- expected index points from best practice
- Breadth
- 9of 10
- scenarios in which a domain falls a band
- Weakest link
- Energy Infrastructure
- weakest point in 3 scenarios
Main drivers of vulnerability over 10 years: Regional war spillover, AI labour shock, Hybrid coercion. Highest exposure indicators: oil, gas and coal among the top five exports of a net exporter; internet users as a share of population; land borders with states in conflict or collapse; little renewable water per head; industry as a share of gdp; adult obesity rate; urban share of population.
Downside scenarios: load test
Change in Saudi Arabia’s capability index under each scenario at Standard Severe and current plans, largest fall first.
ScenarioChange in index, points
| Scenario | Exposure | Change | No response | Best practice | Rank shift | Bands lost | Weakest point |
|---|---|---|---|---|---|---|---|
| Cryptographic trust break S09 | High 0.87 | −0.70 | −1.10 | −0.48 | 0 | 20 | Justice System & Fundamental Rights 4.8 · Nascent |
| Regional war spillover S03 | High 0.80 | −0.61 | −1.17 | −0.49 | 0 | 21 | Energy Infrastructure 8.4 · Foundational |
| AI labour shock S08 | High 0.67 | −0.56 | −1.00 | −0.44 | 0 | 20 | Political Institutions & Civic Participation 2.2 · Inception |
| Legitimacy rupture S05 | High 0.61 | −0.54 | −0.78 | −0.34 | 0 | 15 | Political Institutions & Civic Participation 2.1 · Inception |
| Severe pandemic S10 | Medium 0.54 | −0.45 | −0.84 | −0.37 | 0 | 17 | Biotechnology & Health Technologies 7.1 · Foundational |
| Trade bloc rupture S01 | Medium 0.51 | −0.40 | −0.76 | −0.33 | 0 | 13 | Semiconductors & Advanced Computing 2.5 · Inception |
| Breadbasket failure S06 | Medium 0.50 | −0.39 | −0.78 | −0.34 | 0 | 13 | Energy Infrastructure 8.9 · Foundational |
| Hybrid coercion S04 | Medium 0.60 | −0.36 | −0.66 | −0.29 | 0 | 11 | Connectivity, Cyber & Trust Technologies 6.1 · Foundational |
| Core disaster S07 | Medium 0.43 | −0.30 | −0.59 | −0.26 | 0 | 10 | Energy Infrastructure 9 · Foundational |
| Global funding seizure S02 | Low 0.25 | −0.16 | −0.32 | −0.14 | 0 | 5 | Labour & Employment 9.4 · Transitional |
Where each scenario lands
Change in each of the nine capability domains, in points. Darker is a larger fall.
| Scenario | CT Critical Technology | SI Strategic Infrastructure | NS National Security | HC Human Capital | II Information & Influence | GI Governance & Integrity | FS Financial Strength | PI Production & Innovation | TI Trade & Investment |
|---|---|---|---|---|---|---|---|---|---|
| Cryptographic trust break | −0.91 | −0.50 | −0.91 | · | −1.11 | −1.04 | −0.97 | −0.42 | −0.48 |
| Regional war spillover | −0.35 | −0.82 | −0.75 | −0.31 | −0.31 | −0.79 | −0.73 | −0.63 | −0.81 |
| AI labour shock | −0.62 | −0.28 | · | −0.75 | −0.66 | −0.77 | −0.66 | −0.64 | −0.64 |
| Legitimacy rupture | −0.31 | −0.34 | −0.62 | −0.31 | −0.73 | −1.02 | −0.83 | −0.31 | −0.36 |
| Severe pandemic | −0.48 | −0.24 | −0.20 | −0.58 | −0.51 | −0.55 | −0.51 | −0.50 | −0.50 |
| Trade bloc rupture | −0.52 | −0.20 | −0.18 | −0.20 | −0.47 | −0.45 | −0.47 | −0.46 | −0.63 |
| Breadbasket failure | −0.21 | −0.49 | −0.17 | −0.46 | −0.44 | −0.47 | −0.50 | −0.38 | −0.43 |
| Hybrid coercion | −0.27 | −0.59 | −0.59 | · | −0.65 | −0.67 | · | −0.25 | −0.25 |
| Core disaster | −0.02 | −0.45 | −0.14 | −0.36 | −0.16 | −0.40 | −0.43 | −0.37 | −0.37 |
| Global funding seizure | −0.10 | −0.10 | · | −0.11 | −0.10 | −0.21 | −0.35 | −0.24 | −0.22 |
Columns: CT Critical Technology · SI Strategic Infrastructure · NS National Security · HC Human Capital · II Information & Influence · GI Governance & Integrity · FS Financial Strength · PI Production & Innovation · TI Trade & Investment.
Upside scenarios: capture test
Net position in each upside scenario: what Saudi Arabia is ready to capture, less what it stands to lose.
| Scenario | Position | Net | Capture | Loss | Readiness | Rank | Binding capability |
|---|---|---|---|---|---|---|---|
| Chronic disease advance S19 ↗ | Gainer | +30.4 | 40.2 | 9.8 | 51 | 22 | Biotechnology & Health Technologies 8 · Foundational |
| Outbreak defence succeeds S20 ↗ | Gainer | +24.2 | 27.5 | 3.3 | 51 | 55 | Biotechnology & Health Technologies 8 · Foundational |
| Water-efficient food leap S16 ↗ | Gainer | +19.7 | 21.8 | 2.1 | 51 | 20 | Biotechnology & Health Technologies 8 · Foundational |
| Middle East settlement S14 ↗ | Gainer | +10.6 | 33.3 | 22.7 | 46 | 62 | Justice System & Fundamental Rights 6.5 · Foundational |
| Great-power détente S13 ↗ | Mixed | +5.8 | 15.4 | 9.6 | 37 | 34 | Semiconductors & Advanced Computing 3.3 · Nascent |
| Automated discovery step S17 ↗ | Mixed | +3.0 | 20.2 | 17.2 | 31 | 44 | Semiconductors & Advanced Computing 3.3 · Nascent |
| Market access opening S12 ↗ | Mixed | +1.3 | 22.5 | 21.3 | 54 | 64 | Energy Infrastructure 9.6 · Transitional |
| Public service leap S18 ↗ | Mixed | −4.9 | 13.4 | 18.4 | 40 | 98 | Transparency, Oversight & Accountability 5.7 · Nascent |
| Debt service reset S11 ↗ | Mixed | −8.8 | 0.8 | 9.6 | 42 | 187 | Transparency, Oversight & Accountability 5.7 · Nascent |
| Clean power threshold S15 ↗ | Loser | −22.8 | 16.4 | 39.2 | 49 | 166 | Energy Technologies 7.4 · Foundational |
Reverse stress test
Working backwards from an outcome to the conditions most likely to produce it for Saudi Arabia, over 10 years. Headroom is how many times Standard Severe the nearest single scenario would have to be. The lever is the capability where a change would move the result most.How to read it.
| Routes to failure | Basket | Likelihood | Most likely route | Headroom | Lever |
|---|---|---|---|---|---|
| Breakdown of state function | 10.6 Transitional → Foundational | 1.6% Possible · rank 156 | Hybrid coercion Severe + Legitimacy rupture Severeplans fail | ×2.7 | Political Institutions & Civic Participation 3.3 |
| Loss of financial stability | 13.8 Established → Transitional | 0.8% Unlikely · rank 164 | Regional war spillover Severe + Cryptographic trust break Severeplans fail | ×2.9 | Quantum Technologies 4.8 |
| Broad fall in governance and integrity | 9.3 Transitional → Foundational | 0.8% Unlikely · rank 153 | Regional war spillover Severe + Cryptographic trust break Severeplans fail | ×2.9 | Quantum Technologies 4.8 |
| Breakdown of information trust | 10.2 Transitional → Foundational | 0.6% Unlikely · rank 78 | Hybrid coercion Major + Legitimacy rupture Extremeplans fail | ×2.7 | Political Institutions & Civic Participation 3.3 |
| Rupture in trade and supply | 13.2 Established → Transitional | 0.6% Unlikely · rank 117 | Regional war spillover Extremeplans fail | ×2.7 | Energy Infrastructure 9.6 |
| Collapse in energy security | 11.5 Transitional → Foundational | 0.6% Unlikely · rank 61 | Regional war spillover Extremeplans fail | ×2.9 | Energy Infrastructure 9.6 |
| Strategic awareness failure | 9.6 Transitional → Foundational | 0.5% Unlikely · rank 68 | Hybrid coercion Severe + Cryptographic trust break Severeplans fail | ×2.2 | Quantum Technologies 4.8 |
| Rule of law failure | 7.1 Foundational → Nascent | 0.4% Unlikely · rank 143 | Hybrid coercion Major + Cryptographic trust break Extremeplans fail | ×2.7 | Quantum Technologies 4.8 |
| Broad fall in financial strength | 13.5 Established → Transitional | 0.4% Unlikely · rank 169 | Regional war spillover Major + Cryptographic trust break Extremeplans fail | ×3.1 | Quantum Technologies 4.8 |
| Broad fall in national security | 10.4 Transitional → Foundational | 0.3% Unlikely · rank 46 | Regional war spillover Major + Cryptographic trust break Extremeplans fail | ×3.3 | Quantum Technologies 4.8 |
| Defence readiness failure | 12.3 Established → Transitional | 0.3% Unlikely · rank 45 | Regional war spillover Extreme + Legitimacy rupture Majorplans fail | ×3.6 | Energy Infrastructure 9.6 |
| Broad fall in information and influence | 12.3 Established → Foundational | 0.3% Unlikely · rank 94 | Hybrid coercion Major + Cryptographic trust break Extremeplans fail | ×2.7 | Quantum Technologies 4.8 |
| Diplomatic isolation | 13.8 Established → Transitional | 0.3% Unlikely · rank 92 | Hybrid coercion Major + Cryptographic trust break Extremeplans fail | ×2.7 | Quantum Technologies 4.8 |
| Failure of digital lifelines | 12.1 Established → Foundational | 0.2% Unlikely · rank 64 | Hybrid coercion Major + Cryptographic trust break Extremeplans fail | ×2.7 | Quantum Technologies 4.8 |
| Food and water failure | 13.9 Established → Transitional | 0.2% Remote · rank 133 | Regional war spillover Major + Breadbasket failure Extremeplans fail | ×4.0 | National Resilience & Crisis Management 12.6 |
| Broad fall in strategic infrastructure | 13.5 Established → Transitional | 0.2% Remote · rank 104 | Regional war spillover Extreme + Hybrid coercion Majorplans fail | ×3.7 | Energy Infrastructure 9.6 |
| Broad fall in trade and investment | 12.6 Established → Transitional | 0.2% Remote · rank 143 | Regional war spillover Extreme + Severe pandemic Majorplans fail | ×3.7 | Energy Infrastructure 9.6 |
| Health system failure | 12.0 Established → Foundational | 0.1% Remote · rank 189 | Breadbasket failure Major + Severe pandemic Extremeplans fail | ×3.4 | Biotechnology & Health Technologies 8 |
| Loss of advanced technology base | 5.0 Nascent → Inception | under 0.1% Remote · rank 44 | Trade bloc rupture Severe + Cryptographic trust break Extremeplans fail | ×3.6 | Quantum Technologies 4.8 |
| Broad fall in critical technology | 6.3 Foundational → Nascent | under 0.1% Remote · rank 49 | Trade bloc rupture Severe + Cryptographic trust break Extremeplans fail | ×3.3 | Quantum Technologies 4.8 |
| Broad fall in human capital | 11.7 Transitional → Foundational | under 0.1% Remote · rank 137 | Breadbasket failure Severe + AI labour shock Extremeplans fail | ×4.0 | Artificial Intelligence 9.7 |
| Broad fall in production and innovation | 11.1 Transitional → Foundational | under 0.1% Remote · rank 152 | Regional war spillover Severe + AI labour shock Extremeplans fail | ×4.7 | Artificial Intelligence 9.7 |
| Loss of industrial capacity | 12.0 Established → Transitional | under 0.1% Remote · rank 161 | Regional war spillover Severe + AI labour shock Extremeplans fail | ×4.7 | Artificial Intelligence 9.7 |
| Education pipeline failure | 12.0 Transitional → Foundational | under 0.1% Remote · rank 155 | Breadbasket failure Extreme + Severe pandemic Extremeplans fail | ×4.3 | Biotechnology & Health Technologies 8 |
| Loss of strategic deterrence | 6.4 Foundational → Nascent | under 0.1% Remote · rank 40 | Regional war spillover Extreme + Cryptographic trust break Extremeplans fail | ×4.8 | Energy Infrastructure 9.6 |
| Routes to prosperity | Basket | Likelihood | Most likely route | Headroom | Lever |
|---|---|---|---|---|---|
| Stronger health and biotechnology | 10.7 Transitional → Established | 3.3% Possible · rank 39 | Chronic disease advance Extreme | ×1.5 | Biotechnology & Health Technologies 8 |
| Broad rise in governance and integrity | 9.3 Transitional → Transitional | 1.1% Possible · rank 44 | Chronic disease advance Extreme + Outbreak defence succeeds Major | ×2.0 | Biotechnology & Health Technologies 8 |
| Capable digital government | 13.4 Established → Advanced | 0.9% Unlikely · rank 51 | Chronic disease advance Extreme + Outbreak defence succeeds Major | ×1.9 | Biotechnology & Health Technologies 8 |
| Trusted public institutions | 8.0 Foundational → Transitional | 0.8% Unlikely · rank 49 | Chronic disease advance Extreme + Outbreak defence succeeds Major | ×2.0 | Biotechnology & Health Technologies 8 |
| Frontier AI and compute | 6.5 Foundational → Foundational | 0.4% Unlikely · rank 47 | Automated discovery step Severe + Chronic disease advance Extreme | ×2.5 | Biotechnology & Health Technologies 8 |
| Reliable low-cost energy | 8.5 Foundational → Transitional | 0.3% Unlikely · rank 50 | Market access opening Severe + Middle East settlement Extreme | ×2.0 | Justice System & Fundamental Rights 6.5 |
| Broad rise in critical technology | 6.3 Foundational → Foundational | 0.3% Unlikely · rank 47 | Automated discovery step Severe + Chronic disease advance Extreme | ×2.3 | Biotechnology & Health Technologies 8 |
| Broad rise in human capital | 11.7 Transitional → Established | 0.3% Unlikely · rank 49 | Chronic disease advance Extreme + Outbreak defence succeeds Severe | ×2.2 | Biotechnology & Health Technologies 8 |
| Wider international influence | 13.8 Established → Advanced | 0.3% Unlikely · rank 27 | Market access opening Severe + Middle East settlement Extreme | ×1.8 | Justice System & Fundamental Rights 6.5 |
| Broad rise in strategic infrastructure | 13.5 Established → Advanced | under 0.1% Remote · rank 52 | Market access opening Extreme + Middle East settlement Extreme | ×2.3 | Justice System & Fundamental Rights 6.5 |
| Secure food and water supply | 13.9 Established → Advanced | under 0.1% Remote · rank 51 | Market access opening Extreme + Water-efficient food leap Extreme | ×2.3 | Biotechnology & Health Technologies 8 |
| Adaptable skilled workforce | 10.6 Transitional → Established | under 0.1% Remote · rank 45 | Chronic disease advance Extreme + Outbreak defence succeeds Extreme | ×2.8 | Biotechnology & Health Technologies 8 |
| Research translated into value | 11.2 Transitional → Established | under 0.1% Remote · rank 51 | Water-efficient food leap Extreme + Automated discovery step Extreme | ×3.0 | Semiconductors & Advanced Computing 3.3 |
| Broad rise in financial strength | 13.5 Established → Advanced | under 0.1% Remote · rank 45 | Clean power threshold Extreme + Chronic disease advance Extreme | ×2.1 | Biotechnology & Health Technologies 8 |
| Broad rise in information and influence | 12.3 Established → Established | under 0.1% Remote · rank 44 | Great-power détente Extreme + Middle East settlement Extreme | ×2.3 | Justice System & Fundamental Rights 6.5 |
| Broad rise in trade and investment | 12.6 Established → Established | under 0.1% Remote · rank 59 | Market access opening Extreme + Outbreak defence succeeds Extreme | ×2.8 | Energy Infrastructure 9.6 |
| Higher-value international business | 12.2 Established → Established | under 0.1% Remote · rank 63 | Market access opening Extreme + Outbreak defence succeeds Extreme | ×2.7 | Energy Infrastructure 9.6 |
| Broad rise in national security | 10.4 Transitional | — No route · rank 36 | No route found · closest 1.4 of 1.5 | ×2.7 | — |
| Broad rise in production and innovation | 11.1 Transitional | — No route · rank 55 | No route found · closest 1.3 of 1.5 | ×3.6 | — |
| Assured space services | 6.7 Foundational | — No route · rank 38 | No route found · closest 1.2 of 1.5 | ×4.0 | — |
| Higher-value manufacturing | 9.3 Transitional | — No route · rank 52 | No route found · closest 1.4 of 1.5 | ×3.3 | — |
| More deployable joint force | 12.1 Established | — No route · rank 35 | No route found · closest 1.3 of 1.5 | ×3.0 | — |
| Stronger information environment | 10.8 Transitional → Established | — Remote · rank 52 | Middle East settlement Extreme + Outbreak defence succeeds Extreme | ×2.7 | Biotechnology & Health Technologies 8 |
| Deeper long-term finance | 13.8 Established | — No route · rank 53 | No route found · closest 1.3 of 1.5 | ×2.8 | — |
| Sophisticated export strength | 11.8 Transitional | — No route · rank 54 | No route found · closest 1.5 of 1.5 | ×3.3 | — |