Ottawa County

West Michigan · 300K people · $18B GDP

Timeline
2026Present
NOW
EVENT HORIZON
2020202620302035204020452050
competitive risk tierMetro(RUCC 2)

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 — Active disruption underway in key sectors

High — Median household income $89K (+35.4% vs state median) -- well above state average, providing economic cushion.

High — AI Exposure Index: 45/100 -- lower vulnerability to AI-driven workforce disruption.

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

Ottawa County vs Michigan Average

Ottawa County exceeds Michigan average on 4/9 dimensions. Highest divergence: Social Trust (-22)

Click a dimension label to explore

Ottawa Michigan US Avg

Projected impact · 2026

Stakes for Ottawa County

Probable cone · 1.00x

With 155K jobs in Ottawa County and AI exposure at 45/100, 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 10 actions distribute across 4 dimensions, plus near-term vs medium-term lists.

If Ottawa County implements all 10 recommended actions, the model projects these dimensional improvements.

Education Value
55+17 pts
Pre-emptive Reskilling Pipeline: Auto supplier manufacturing /Sector-Aligned K-12 + Community College Pipeline /Registered Apprenticeship Expansion: Manufacturing (auto/furniture) /Sector-Pivot Scholarship Voucher
Economic Disruption
69+15 pts
Reduce Manufacturing (auto/furniture) Concentration Risk /Precision Agriculture Technology Corridor
AI > AGI > ASI
58+15 pts
Anchor Employer AI Co-Investment Compact /Leverage Broadband Advantage for AI Sector Growth /Automation Supplier EV Pivot
Social Trust
47+4 pts
Pre-Positioned Displaced Worker Rapid Response
Near-term (1-3 yr)+42 pts

8 actions within local control

  • - Reduce Manufacturing (auto/furniture) Concentration Risk
  • - Pre-emptive Reskilling Pipeline: Auto supplier manufacturing
  • - Sector-Aligned K-12 + Community College Pipeline
  • - Anchor Employer AI Co-Investment Compact
  • - Leverage Broadband Advantage for AI Sector Growth
  • - Registered Apprenticeship Expansion: Manufacturing (auto/furniture)
  • - Pre-Positioned Displaced Worker Rapid Response
  • - Precision Agriculture Technology Corridor
Medium-term (3-7 yr)+9 pts

2 actions requiring partnerships or advocacy

  • - Sector-Pivot Scholarship Voucher
  • - Automation Supplier EV Pivot

Action Plan

Probable path

Top recommendations for Ottawa County, ranked by estimated impact. 10 total · +51 pts combined.

Who Can Act

Of 10 recommended actions for Ottawa County, 9 are within direct control. Tap a sphere to see the actions and what each one does.

Acting on the 9 local levers alone (+45 STEEPE pts) is the fastest path to shifting the probable→preferred future cone for this county.

Top Employers — Ottawa County

The 5 largest employers shaping the local labor market. Tap any row for the public-data profile and AI-exposure assessment.

Combined headcount across profiled employers: 15K globally · 1 benefiting · 3 not yet profiled

Economic Development Authority

Lakeshore Advantage

GROW / PLAN / SOLVE three-pillar strategy

Website

Target Sectors

Advanced Energy StorageAerospaceAgribusinessAutomationAutomotiveFurniturePharmaceutical

Active Programs

  • +SURGE incubator (Holland SmartZone, at capacity)
  • +The Next Center innovation hub (opened Nov 2024)
  • +Revitalization & Placemaking ($6.1M across 17 projects)
  • +Site selection and expansion support

Recent Wins

JR Automation expansion (Zeeland)
$72.8M150 jobs2025
LT Precision Michigan (North American HQ)
70 jobs2024
Uniform Color expansion
$12M13 jobs2024
DeWys Metal Solutions
80 jobs2023

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

12

Workers

1,115

Layoff Rate

0.72%

of total employment

2025

230

Workers Affected by Year

235
2020
75
2021
185
2022
200
2023
190
2024
230
2025
0
2026

By Sector

Auto Parts Manufacturing
485 (43%)
Furniture Manufacturing
405 (36%)
Food Processing
85 (8%)
Metal Stamping
75 (7%)
Plastics Manufacturing
65 (6%)

Recent Notices

Shape Corp

Grand Haven · Auto Parts Manufacturing

Supply chain restructuring

60

Sep 2025

Metal Flow Corporation

Holland · Metal Stamping

Automation + tariff cost absorption

75

Jun 2025

Yanfeng Automotive

Holland · Auto Parts Manufacturing

Tariff impact + ICE-to-EV parts shift

95

Feb 2025

Continental Automotive

Holland · Auto Parts Manufacturing

EV sensor line consolidation

55

Aug 2024

Trendway Corporation

Holland · Furniture Manufacturing

Post-pandemic office furniture demand collapse

135

Mar 2024

Benteler Automotive

Holland · Auto Parts Manufacturing

Production consolidation

110

Oct 2023

Source: Michigan LEO 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 70%
Ecological 63/55Economic 80/50

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.

Ottawa County: 2 dimensions converging above thresholds simultaneously.

buildingAI-Economic Squeeze99% to trigger
Economic 80/60 ✓AI 58/60 Education 57/50 ✓

Approaching convergence threshold. 1 dimension still below trigger level.

Full economic profile

Demographics, employment, sectors, incentives

EVI: competitiveBASELINEMetro (RUCC 2)

Housing & Infrastructure

Median Home Value

$356K

Homeownership

80.4%

Median Rent

$1,050

Broadband Access

90.0%

Avg Commute

20.1 min

Labor Force Part.

68.7%

Strong housing market driven by manufacturing employment. Lake Michigan lakeshore properties premium. Supply constraints for workforce housing.

Employment by Sector

Manufacturing (auto/furniture)24.8%
Healthcare & Social12.3%
Retail Trade10.5%
Accommodation/Food (tourism)9.2%
Education7.1%

Population & Talent

Population

306K

Change Since 2020

+3.5%

Median Age

36.8

Michigan's fastest-growing county. Combined with Kent, added 10,500+ residents in 2024. Strong family formation and employment-driven growth.

State Incentive Programs

Available incentives from LED for business attraction and expansion in Ottawa County.

Michigan Business Development Program (MBDP)

Grant

Performance-based grants for creating and retaining high-quality jobs. Michigan's primary incentive for large-scale projects, providing direct grants based on new job creation and capital investment.

Max Benefit

Up to $10M for projects creating 50+ jobs at 150%+ regional wage

Eligibility

Companies creating or retaining qualified new jobs in Michigan. Manufacturing, R&D, technology, and corporate office projects prioritized.

State Essential Services Assessment (SESA) Exemption

Exemption

Exemption from the SESA on eligible personal property for qualified high-tech, manufacturing, and corporate office facilities. Replaces the former personal property tax for qualifying businesses.

Max Benefit

100% exemption from State Essential Services Assessment on qualifying personal property

Eligibility

Qualified businesses with eligible manufacturing personal property, data center equipment, or corporate office technology investments.

PA 198 Industrial Facilities Tax (IFT) Abatement

Exemption

Local property tax abatement on new or replacement industrial facilities. Reduces property taxes by approximately 50% on qualifying improvements for up to 12 years.

Max Benefit

~50% reduction in property taxes on qualifying industrial facility improvements for up to 12 years

Eligibility

Manufacturing, high-technology, and qualifying service facilities. Requires local government approval (county/city/township).

Michigan Strategic Fund (MSF) Job Training Grants

Training

Grants to support customized workforce training for new and expanding businesses. Going PRO Talent Fund provides demand-driven training to fill talent pipeline gaps.

Max Benefit

Up to $3,000 per trainee for classroom training; $1,500 for on-the-job training

Eligibility

Michigan employers providing training in advanced manufacturing, IT, healthcare, and other high-demand sectors. Must create or retain jobs.

SmartZone / LDFA Tax Increment Financing

Exemption

Technology-focused business incubators supported by local tax increment financing. Captures growth in local and state tax revenue within designated zones to fund innovation infrastructure.

Max Benefit

Varies by SmartZone. Captures local + state tax increment to fund incubation, acceleration, and placemaking within zone boundaries

Eligibility

Technology-based companies locating within a designated SmartZone boundary. Must participate in SmartZone programming (SURGE, incubation, etc.).

Consistently one of Michigan's strongest counties. Low unemployment, high labor force participation, strong manufacturing base with auto supplier corridor.

Sources

Census ACS 5-Year 2023: Ottawa CountyBLS LAUS: Holland-Grand Haven MSABEA: Ottawa County Personal Income

Grant matches

Federal funding aligned to county levers

Best-Fit Incentive Programs

State programs matched to Ottawa County's industry mix, workforce needs, and recommended actions.

Michigan Business Development Program (MBDP)
GrantUp to $10M for projects creating 50+ jobs at 150%+ regional wage
65
  • +Matches manufacturing focus
  • +Matches technology focus
  • +Funds 6 recommended actions

Recommended for: Reduce Manufacturing (auto/furniture) Concentration Risk, Anchor Employer AI Co-Investment Compact, Leverage Broadband Advantage for AI Sector Growth

State Essential Services Assessment (SESA) Exemption
Exemption100% exemption from State Essential Services Assessment on qualifying personal property
60
  • +Matches manufacturing focus
  • +Matches technology focus
  • +Funds 3 recommended actions

Recommended for: Anchor Employer AI Co-Investment Compact, Leverage Broadband Advantage for AI Sector Growth, Automation Supplier EV Pivot

PA 198 Industrial Facilities Tax (IFT) Abatement
Exemption~50% reduction in property taxes on qualifying industrial facility improvements for up to 12 years
60
  • +Matches manufacturing focus
  • +Matches technology focus
  • +Funds 3 recommended actions

Recommended for: Anchor Employer AI Co-Investment Compact, Leverage Broadband Advantage for AI Sector Growth, Automation Supplier EV Pivot

Michigan Strategic Fund (MSF) Job Training Grants
TrainingUp to $3,000 per trainee for classroom training; $1,500 for on-the-job training
57
  • +Matches manufacturing focus
  • +Funds 5 recommended actions
  • +Workforce training applicable at any scale

Recommended for: Pre-emptive Reskilling Pipeline: Auto supplier manufacturing, Sector-Aligned K-12 + Community College Pipeline, Registered Apprenticeship Expansion: Manufacturing (auto/furniture)

SmartZone / LDFA Tax Increment Financing
ExemptionVaries by SmartZone. Captures local + state tax increment to fund incubation, acceleration, and placemaking within zone boundaries
45
  • +Matches technology focus
  • +Funds 3 recommended actions

Recommended for: Anchor Employer AI Co-Investment Compact, Leverage Broadband Advantage for AI Sector Growth, Automation Supplier EV Pivot

Target industries

Sectors prioritized by the county strategy

Sectors aligned with the county’s Comprehensive Economic Development Strategy and AI impact assessment.

1.Mobility & ADAS Technology

AI mixed

Gentex Corporation HQ -- world's largest auto-dimming mirror maker. ADAS sensors, connected car components. Magna International and Yanfeng supplier operations.

2.Advanced Manufacturing

AI mixed

Haworth (Holland HQ, office furniture). Auto supplier corridor with precision components. Dutch-heritage manufacturing excellence and apprenticeship culture.

3.Clean Energy

AI tailwind

Lake Michigan offshore wind energy potential. Holland BPW municipal utilities. Sustainability-focused community energy planning and solar development.

4.Agribusiness & Food Processing

AI tailwind

Michigan's blueberry belt and greenhouse horticulture cluster. Precision agriculture, automated irrigation. Holland-area food processing operations.

5.Tourism & Recreation

AI mixed

Holland and Grand Haven Lake Michigan destinations. Tulip Time Festival (500K+ annual visitors). Year-round lakeshore tourism infrastructure.

Best-case opportunities

What this county wins in the preferred future

Sources

Government, academic, and live data feeds

Census ACS 5-Year 2023: Ottawa CountyBLS LAUS: Holland-Grand Haven MSABEA: Ottawa County Personal IncomeCensus QuickFacts: Ottawa CountyBEA: Ottawa County GDPFRED: Holland-Grand Haven MSA
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