© 2026 Sosa Research·Powered by Omega Memory

AboutPrivacyDisclaimerContact
Globe/United States/North Dakota

North Dakota

ND · Bismarck · 0.8M people

Meridian
Timeline
2026Present
NOW
EVENT HORIZON
2020202620302035204020452050

Future Path

Pick a future path. Every number on this page updates with the impacts and the ranked actions for that path.

Counties with Full Profiles

Williams County

41KAI > AGI >…: 6

Disruption profile

North Dakota vs national average across the 9 disruption dimensions.

High — Active disruption underway in all sectors — especially finance

Moderate — Building pressure in defense contracting

Moderate — Building pressure in higher education

Moderate — Moderate exposure across agriculture

Moderate — Moderate exposure across media

Low — Limited disruption signal

Minimal — Limited disruption signal

Minimal — Limited disruption signal

Minimal — Limited disruption signal

North Dakota vs US National Average

North Dakota exceeds state average on 3/9 dimensions. Highest divergence: AI > AGI > ASI (-84)

Click a dimension label to explore

North Dakota US National
Disruption Digest

North Dakota's primary disruption driver is economic disruption at 76/100, while other dimensions remain moderate. Political risk (54/100) and economic disruption form the dual pressure points to watch.

Stakes for North Dakota

Aggregate across 1 profiled county

Probable cone · 1.00x

Across 25K jobs in the covered counties, weighted AI exposure is 26/100. Aggregating recommendations from 8 county-level actions, here is what the model projects through 2031 (default 5-year horizon — scrub the timeline to extend).

Aggregated across counties we’ve profiled. Coverage will expand as more counties are added. Tap a tile above to see which counties contribute to that figure.

Locus of Control — North Dakota Aggregate

Of 8 recommended actions across 1 profiled county, 7sit within counties’ direct control. Tap any sphere below to drill into the contributing actions and counties.

County-controllable levers add up to +36 STEEPE pts of potential improvement, the largest sphere of leverage available without state or federal coordination.

Top Employers — North Dakota

The 10 largest employers shaping the local labor market. Tap any row for the public-data profile and AI-exposure assessment.

Combined headcount across profiled employers: 48K globally · 9 not yet profiled

Supporting detail

Open any section to dig into the underlying data.

Live economic indicators

Federal Reserve and BLS state series

AI industry exposure

Gauge of vulnerability and major AI employers

Low Exposure20/100

Relatively insulated from near-term AI disruption. Manual and service industries dominate, though long-term exposure will grow.

Most Vulnerable

energy extraction

agriculture

Most Benefiting

precision agriculture

drone operations

Cross-signal alerts

When multiple risk signals converge on this state

Convergence Alerts

buildingPolitical-Economic Instability96% to trigger
Political 54/55 Economic 76/55 ✓Social 45/50

Approaching convergence threshold. 2 dimensions still below trigger level.

buildingClimate-Economic Nexus94% to trigger
Ecological 48/55 Economic 76/50 ✓

Approaching convergence threshold. 1 dimension still below trigger level.

AI sentiment + SWOT

Strengths, weaknesses, opportunities, threats

AI Impact Analysis

Click Generate to analyze anti-AI sentiment and create a SWOT analysis for North Dakota using xAI Grok.

Key traits

State characteristics shaping the disruption response

Bakken Shale Oil Formation (top 3 US crude producer)Smallest State Workforce in Continental USExtreme Cold Climate (-30F winters, energy-intensive)Agriculture and Energy Dual Economy

Analysis

Long-form briefing for this state

North Dakota's economy is defined by oil and agriculture. The Bakken Shale formation, centered in the western part of the state around Williston, has made North Dakota one of the top three crude oil producing states in the US. This energy wealth gives the state a per-capita GDP far above the national average, but it also creates extreme economic volatility tied to global oil prices. The 2014-2016 and 2020 oil price collapses caused severe boom-bust cycles in Bakken communities, and the state remains highly exposed to the long-term transition away from fossil fuels driven by EV adoption and renewable energy policy.

Agriculture is the other pillar: North Dakota is a leading producer of wheat, sunflowers, canola, and dry edible beans. The agricultural workforce is aging, and the state faces chronic labor shortages exacerbated by extreme winter conditions (temperatures regularly reaching -30F) that limit population attraction. AI disruption to both oil extraction (autonomous drilling, predictive maintenance) and agriculture (precision farming, drone monitoring) is coming, but the state's technology adoption capacity is among the lowest in the nation due to minimal research infrastructure and limited broadband coverage in rural areas.

Political risk is low. North Dakota's small, conservative, and homogeneous population produces stable governance with minimal partisan volatility. Ecological stress is moderate: extreme cold, drought cycles, and occasional flooding on the Red River and Missouri River systems are the primary risks, but the state lacks the wildfire, hurricane, or seismic hazards that define coastal risk profiles. The core vulnerability is economic concentration. With fewer than 800,000 residents and an economy built on two commodity sectors, North Dakota is one disruption event away from structural economic stress if oil demand declines permanently or agricultural conditions shift due to climate change.

Sources

Government, academic, and live data feeds

FRED North Dakota GDP (NDNQGSP)BLS North Dakota Employment SummaryEIA North Dakota State Energy Profile

Population: 799K (Census Jul 2025). GDP: $75B (BEA Q3 2025). North Dakota's per-capita GDP is among the highest in the US due to Bakken oil production relative to its small population.

Back to United States

Disruption scores range 0-100. Higher = more disruption potential. Data sources: FRED, BLS, Census, EIA.