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Globe/United States/Kentucky/Madison County

Madison County

Bluegrass / Appalachian Foothills (Central KY), Kentucky · 93K people · $3.8B GDP

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Timeline
2026Present
NOW
EVENT HORIZON
2020202620302035204020452050
Bluegrass / Appalachian Foothills (Central KY)

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

High — Median household income $57K (-5.6% vs state median) -- near the state median.

High — Active disruption underway in key sectors

Moderate — Building pressure in key sectors

Moderate — Building pressure in key sectors

Moderate — Moderate exposure across select industries

Moderate — Moderate exposure across select industries

Moderate — AI Exposure Index: 32/100 -- lower vulnerability to AI-driven workforce disruption.

Low — Limited disruption signal

Minimal — Limited disruption signal

Madison County vs Kentucky Average

Madison County exceeds Kentucky average on 7/9 dimensions. Highest divergence: Social Trust (-25)

Click a dimension label to explore

Madison Kentucky US Avg

Projected impact · 2026

Stakes for Madison County

Probable cone · 1.00x

With 42K jobs in Madison County and AI exposure at 32/100, 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 4 dimensions, plus near-term vs medium-term lists.

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

Education Value
54+20 pts
Close the Skills Gap with AI-Ready Credentials /Pre-emptive Reskilling Pipeline: Auto-supplier production lines /Sector-Aligned K-12 + Community College Pipeline /Registered Apprenticeship Expansion: Education & Health Services
Social Trust
50+9 pts
Targeted Poverty Reduction in Highest-Need Areas /Pre-Positioned Displaced Worker Rapid Response
Economic Disruption
68+8 pts
Reduce Education & Health Services Concentration Risk
AI > AGI > ASI
39+7 pts
Anchor Employer AI Co-Investment Compact /Universal Broadband for AI Economy Participation
Near-term (1-3 yr)+42 pts

8 actions within local control

  • - Reduce Education & Health Services Concentration Risk
  • - Close the Skills Gap with AI-Ready Credentials
  • - Targeted Poverty Reduction in Highest-Need Areas
  • - Pre-emptive Reskilling Pipeline: Auto-supplier production lines
  • - 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)+2 pts

1 action requiring partnerships or advocacy

  • - Universal Broadband for AI Economy Participation

Action Plan

Probable path

Top recommendations for Madison County, ranked by estimated impact. 9 total · +44 pts combined.

Who Can Act

Of 9 recommended actions for Madison 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 (+42 STEEPE pts) is the fastest path to shifting the probable→preferred future cone for this county.

Top Employers — Madison County

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

Economic Development Authority

Madison County Industrial Development Authority

Madison County I-75 Corridor Diversification Strategy

Website

Target Sectors

Automotive Suppliers (Toyota Tier 1/2 along I-75)Higher Education & Workforce Development (EKU + Berea + BCTC)Healthcare & Behavioral Health (Baptist Health Richmond regional hub)Logistics & Distribution (I-75 corridor)

Active Programs

  • +Kentucky Cabinet for Economic Development incentive packages (KBI, KEIA)
  • +EKU workforce-development partnerships (cyber range, advanced manufacturing)
  • +Berea College Entrepreneurship for the Public Good program
  • +Bluegrass Army Depot redevelopment planning (post-BGCAPP closure)

Recent Wins

Hitachi Automotive Systems expansion (Toyota supplier)
approx undisclosed2022
Blue Grass Chemical Agent-Destruction Pilot Plant final destruction milestones
federal multi-billion program2023

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: Kentucky KCC 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

highClimate-Economic Nexusstrength 50%
Ecological 55/55Economic 79/50

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.

Madison County: 2 dimensions converging above thresholds simultaneously.

Full economic profile

Demographics, employment, sectors, incentives

EVI: stableBASELINENon-Metro (RUCC 4)

Housing & Infrastructure

Median Home Value

$178K

Homeownership

64.1%

Median Rent

$880

Broadband Access

84.7%

Avg Commute

23.8 min

Labor Force Part.

61.2%

Affordable relative to Lexington MSA next door, which has driven steady commuter in-migration. Student rental demand around EKU keeps Richmond rents elevated vs. the rural surround. Berea has a distinct, lower-volume housing market tied to the college and craft community.

Employment by Sector

Education & Health Services26.4%
Trade, Transportation & Utilities17.1%
Manufacturing (Toyota suppliers)12.8%
Leisure & Hospitality10.5%
Government (incl. federal / Bluegrass Army Depot)9.7%

Population & Talent

Population

93K

Change Since 2020

+6.8%

Median Age

32.4

Net in-migration driven by EKU + Berea enrollment, Lexington-MSA spillover commuters, and retirees attracted by the I-75 access and healthcare base.

Twin-anchor college economy (EKU + Berea) plus an I-75 Toyota-supplier commuter belt creates an unusually stable rural-adjacent base. Median age skews young due to ~17K combined college students. Healthcare (Baptist Health Richmond) and federal payroll at the Bluegrass Army Depot add diversification. The depot's chemical-weapons destruction wind-down is the largest single risk over the next decade, partially offset by potential site redevelopment.

Sources

Census QuickFacts: Madison County, KYBLS Kentucky Economy at a GlanceEastern Kentucky UniversityBerea CollegePEO ACWA (Bluegrass Chemical Agent-Destruction Pilot Plant)

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 (EKU + Berea College)

AI mixed

Eastern Kentucky University in Richmond (~15,000 students) is the regional public anchor, with established programs in nursing, criminal justice, education, and an expanding CS/cybersecurity cluster. Berea College in Berea is a top-30 national liberal arts college that admits only students with financial need and provides a full-tuition scholarship to every admitted student, funded by a large endowment. Together they make Madison the most education-dense rural county in Kentucky.

2.Toyota Supplier Ecosystem (I-75 commuter belt)

AI mixed

Madison sits 30-40 miles south of Toyota Motor Manufacturing Kentucky (TMMK) in Scott County, the largest Toyota plant outside Japan. A meaningful share of Madison's workforce commutes north on I-75 to TMMK and to Tier 1/2 suppliers along the corridor. In-county suppliers (Hitachi Automotive Systems, Sherwin-Williams coatings, others) anchor manufacturing employment. The Toyota EV transition is the single largest near-term variable.

Back to Kentucky

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

3.Healthcare (Baptist Health Richmond)

AI tailwind

Baptist Health Richmond serves Madison and surrounding Appalachian-foothill counties as a regional medical hub. Aging population, chronic disease burden, and behavioral health needs are well above national averages. AI-assisted triage, telemedicine, and chronic-care management are the most concrete near-term productivity levers.

4.Agriculture (cattle, equine breeding, tobacco legacy)

AI mixed

Madison is one of Kentucky's leading cattle counties and sits at the southern edge of the Bluegrass equine breeding belt. Tobacco acreage has collapsed since the 2004 quota buyout but the labor and land base remain. Horse breeding, training, and supporting veterinary services are the highest-value-per-acre agricultural activity.

5.Federal / Bluegrass Army Depot Transition

AI mixed

The Bluegrass Army Depot historically stored the US chemical weapons stockpile for the eastern theater. The Blue Grass Chemical Agent-Destruction Pilot Plant (BGCAPP), run under PEO ACWA, is in the final stages of destroying that stockpile and is now winding down toward closure and site redevelopment. The post-destruction reuse of the depot footprint is the largest single federal-driven economic variable for the county over the next decade.

Best-case opportunities

What this county wins in the preferred future

Sources

Government, academic, and live data feeds

Census QuickFacts: Madison County, KYBLS Kentucky Economy at a GlanceEastern Kentucky UniversityBerea CollegeBaptist Health RichmondPEO ACWA (Bluegrass Chemical Agent-Destruction Pilot Plant)