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Globe/United States/North Carolina/Harnett County

Harnett County

Sandhills / Triangle South (Central NC), North Carolina · 134K people · $5.0B GDP

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Timeline
2026Present
NOW
EVENT HORIZON
2020202620302035204020452050
Sandhills / Triangle South (Central NC)

Future Path

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

Disruption Profile

Baseline + Probable

Extreme — Active disruption underway in key sectors

High — AI Exposure Index: 36/100 -- lower vulnerability to AI-driven workforce disruption.

High — Median household income $62K (-6.9% vs state median) -- near the state median.

Moderate — Building pressure in key sectors

Moderate — Building pressure in key sectors

Moderate — Building pressure in key sectors

Moderate — Moderate exposure across select industries

Minimal — Limited disruption signal

Minimal — Limited disruption signal

Harnett County vs North Carolina Average

Harnett County exceeds North Carolina average on 7/9 dimensions. Highest divergence: Social Trust (-24)

Click a dimension label to explore

Harnett North Carolina US Avg

Projected impact · 2026

Stakes for Harnett County

Probable cone · 1.00x

With 52K jobs in Harnett County and AI exposure at 36/100, here is what the model projects through 2031 under the probable cone (default 5-year horizon — scrub the timeline to extend).

Model: at-risk = workforce × (AI exposure ÷ 100) × ((year − 2020) ÷ 10, capped 0-1) × cone multiplier. Each STEEPE-point improvement preserves ~1% of at-risk jobs. The same formula runs backwards (retrodiction) and forwards (projection), so scrubbing pre-2026 shows what the model says was already exposed by that year.

See per-dimension breakdown

How 9 actions distribute across 5 dimensions, plus near-term vs medium-term lists.

If Harnett County implements all 9 recommended actions, the model projects these dimensional improvements.

Education Value
70+20 pts
Close the Skills Gap with AI-Ready Credentials /Pre-emptive Reskilling Pipeline: Poultry processing line work /Sector-Aligned K-12 + Community College Pipeline /Registered Apprenticeship Expansion: Education & Health Services
Economic Disruption
57+8 pts
Reduce Education & Health Services Concentration Risk
AI > AGI > ASI
68+7 pts
Anchor Employer AI Co-Investment Compact /Universal Broadband for AI Economy Participation
Social Trust
51+4 pts
Pre-Positioned Displaced Worker Rapid Response
Ecological Stress
66+4 pts
Climate Resilience Infrastructure Investment
Near-term (1-3 yr)+37 pts

7 actions within local control

  • - Reduce Education & Health Services Concentration Risk
  • - Close the Skills Gap with AI-Ready Credentials
  • - Pre-emptive Reskilling Pipeline: Poultry processing line work
  • - Sector-Aligned K-12 + Community College Pipeline
  • - Anchor Employer AI Co-Investment Compact
  • - Registered Apprenticeship Expansion: Education & Health Services
  • - Pre-Positioned Displaced Worker Rapid Response
Medium-term (3-7 yr)+6 pts

2 actions requiring partnerships or advocacy

  • - Universal Broadband for AI Economy Participation
  • - Climate Resilience Infrastructure Investment

Action Plan

Probable path

Top recommendations for Harnett County, ranked by estimated impact. 9 total · +43 pts combined.

Who Can Act

Of 9 recommended actions for Harnett County, 8 are within direct control. Tap a sphere to see the actions and what each one does.

Acting on the 8 local levers alone (+41 STEEPE pts) is the fastest path to shifting the probable→preferred future cone for this county.

Top Employers — Harnett County

The 9 largest employers shaping the local labor market. Tap any row for the public-data profile and AI-exposure assessment.

Economic Development Authority

Harnett County Economic Development

Triangle South Growth Corridor Strategy

Website

Target Sectors

Higher Education & Health Sciences (Campbell University ecosystem)Defense & Aerospace Supply Chain (Fort Liberty adjacency)Advanced Manufacturing (General Dynamics Land Systems, Caterpillar)Agriculture & Food Processing (poultry, soybeans)

Active Programs

  • +Triangle South Enterprise Center (small business incubation)
  • +Central Carolina Community College workforce training partnerships
  • +Campbell University pharmacy and law school clinical pipelines
  • +NC Department of Commerce JDIG and One NC incentive coordination

Recent Wins

Campbell University expansion (health sciences and law school growth)
$50M+2023
Residential and commercial buildout along US-401 / I-95 corridor
ongoing2024

Supporting detail

Open any section to dig into the underlying data.

Layoff history (WARN)

Federal layoff filings on the timeline

WARN Act Notices (2020-2026)

Notices

0

Workers

0

Layoff Rate

0%

of total employment

2025

0

Workers Affected by Year

0
2020
0
2021
0
2022
0
2023
0
2024
0
2025
0
2026

Recent Notices

Source: NCworks / NC Commerce WARN. Federal WARN Act: 60-day notice for mass layoffs (50+ workers) at employers with 100+ employees.

Disruption scenarios

Exponential impact paths driven by the timeline

Exponential Impact Scenarios

Cross-signal alerts

When multiple risk signals converge on this county

Convergence Alerts

criticalAI-Economic Squeezestrength 60%
Economic 68/60AI 68/60Education 72/50

High economic disruption + rapid AI capability growth + education system stress creates a compound labor displacement risk. Industries face automation pressure while the workforce lacks retraining capacity.

Precedent: Rust Belt 2015-2020: manufacturing automation + trade disruption + inadequate workforce retraining led to persistent unemployment in affected counties.

Harnett County: 3 dimensions converging above thresholds simultaneously.

highClimate-Economic Nexusstrength 73%
Ecological 66/55Economic 68/50

Ecological stress amplifies economic disruption through insurance costs, infrastructure damage, supply chain disruptions, and forced migration patterns.

Precedent: Hurricane Katrina (2005), Texas winter storm (2021): climate events created multi-year economic disruption in affected regions.

Harnett County: 2 dimensions converging above thresholds simultaneously.

Full economic profile

Demographics, employment, sectors, incentives

EVI: stableBASELINENon-Metro (RUCC 4)

Housing & Infrastructure

Median Home Value

$218K

Homeownership

71.8%

Median Rent

$1,040

Broadband Access

84.5%

Avg Commute

29.8 min

Labor Force Part.

60.5%

Housing market is the most visible expression of Triangle and Fort Liberty spillover. New subdivisions along US-401, NC-87, and I-95 corridors are converting farmland to residential at a rapid pace. Median prices rising faster than local wages; affordability strain on long-time residents is now a county-level issue.

Employment by Sector

Education & Health Services21.5%
Trade, Transportation & Utilities18.2%
Government (incl. Fort Liberty commuters)16.4%
Manufacturing10.8%
Construction9.6%

Population & Talent

Population

134K

Change Since 2020

+14.2%

Median Age

36.5

Strong net in-migration from Wake County (Triangle) and from Fort Liberty / Cumberland County. Military families and Triangle commuters dominate new household formation. ~24% African-American population adds cultural diversity relative to neighboring rural counties.

Fast-growing exurban county wedged between the Raleigh-Durham Research Triangle and Fort Liberty / Fayetteville. In-migration is the dominant economic story: Triangle commuters and military families are pricing into former farmland. Campbell University in Buies Creek anchors knowledge employment with law and pharmacy schools. Manufacturing (General Dynamics, Caterpillar) and agriculture (poultry, soybeans, tobacco legacy) provide diversification. The main downside risk is housing affordability and farmland conversion outrunning local infrastructure.

Sources

Census QuickFacts: Harnett County, NCBLS LAUS: North CarolinaHarnett County GovernmentCampbell University

Grant matches

Federal funding aligned to county levers

Target industries

Sectors prioritized by the county strategy

Sectors aligned with the county’s diversification strategy and AI impact assessment.

1.Higher Education (Campbell University)

AI tailwind

Campbell University in Buies Creek anchors knowledge employment in the county. ~6,500 students, Baptist-affiliated, with a law school (Raleigh campus) and pharmacy school. Drives faculty and clinical-training pipelines and is a non-cyclical employer. AI augments research, clinical curriculum, and admin operations.

2.Defense Spillover (Fort Liberty commuter workforce)

AI mixed

Fort Liberty (formerly Fort Bragg), headquarters of US Army Special Operations Command and the XVIII Airborne Corps, sits in adjacent Cumberland County. Thousands of Harnett residents commute south daily. Defense AI, cyber, and ISR contractor work flows into the area through that workforce and family-support economy.

3.Manufacturing (General Dynamics + Caterpillar)

Back to North Carolina

County data: Census ACS, BLS, BEA. Disruption Profile scores 0-100 (higher = more disruption). Timeline adjusts projections.

AI mixed

General Dynamics Land Systems and Caterpillar parts distribution provide the manufacturing backbone. Defense-vehicle and heavy-equipment supply chains are exposed both to automation and to sustained federal procurement demand. Predictive maintenance and AI-driven quality systems are the near-term pressure points.

4.Agriculture (poultry, soybeans, tobacco legacy)

AI mixed

Harnett retains a working agricultural base, led by poultry (Smithfield-aligned integrators), soybeans, and a shrinking but still present tobacco footprint. Land-use conflict with subdivision development is intensifying. Precision agriculture and farm-data tooling can extend the productive life of remaining farmland.

5.Real Estate & Residential Construction (Triangle + Fort Liberty spillover)

AI tailwind

Harnett is one of the fastest-growing exurban counties in NC. Raleigh-area workers and military families are buying up farmland for subdivisions, especially along US-401, NC-87, and I-95. Median home values and rents are rising faster than wages. Construction trades, real estate, and property services are the most visible local growth engine, but affordability strain is now a county-level issue.

Best-case opportunities

What this county wins in the preferred future

Sources

Government, academic, and live data feeds

Census QuickFacts: Harnett County, NCBLS: North Carolina Employment SummaryHarnett County GovernmentCampbell UniversityGeneral Dynamics Ordnance & Tactical SystemsFort Liberty (US Army)