AI Workforce Training Grants

AI Workforce Training Grants is sponsored by Various State Workforce Agencies. State programs offering grants for AI workforce training and development.

The Workforce Pell Act just became law. DOL is directing states to spend WIOA funds on AI workforce tools. NSF is standing up AI-readiness hubs in every state.

Federal and state funding for workforce training has never been higher. This guide covers every major grant program, who's eligible, how to apply, and most importantly, how to prove the outcomes that keep the funding coming back.

Download the Full Guide (PDF)Or scroll to explore below The Funding Landscape at a Glance ## Billions Are Flowing Into Workforce Training Right Now The federal government is making the largest investment in workforce development in a generation. Between WIOA, the Inflation Reduction Act, the Bipartisan Infrastructure Law, and new AI-readiness initiatives, the money is there.

The challenge is knowing where to find it, how to win it, and how to prove you deserve it again next year.

WIOA State Grants (Adult, Youth, Dislocated Worker) NY Clean Energy Workforce (one state alone) NSF AI-Ready America (every state/territory) Workforce Pell goes live for short-term programs ## Federal Funding Sources ### WIOA (Workforce Innovation and Opportunity Act) U.S. Department of Labor, Employment and Training Administration State Workforce Development Boards and American Job Centers Adult worker training, youth employment programs, and dislocated worker services.

Covers classroom training, on-the-job training, apprenticeships, and supportive services. State workforce agencies, local Workforce Development Boards, community-based organizations, training providers on the state's Eligible Training Provider List (ETPL). In 2025, DOL directed states to use WIOA funds for AI literacy and workforce tools.

Governors can allocate reserve funds specifically for innovative training technology. This is the single largest pot of workforce training money in the country.

### Clean Energy Workforce (IRA + BIL) Billions (multi-year, distributed across agencies) DOE, EPA, Department of Commerce State energy offices, utility commissions, CBOs Workforce training for clean energy jobs: solar installation, weatherization, energy auditing, EV infrastructure, grid modernization, HVAC electrification, and energy efficiency. Includes both technical training and wraparound services.

Workforce development organizations, community-based organizations, utilities, training providers, contractor networks, tribal organizations, labor unions, educational institutions. The Inflation Reduction Act is the largest climate investment in U.S. history. Workforce training is embedded throughout — not as a standalone program but as a component of nearly every major clean energy initiative.

States like Illinois (CEJA), New York (NYPA $25M/year), California, and 40+ others have dedicated clean energy workforce budgets flowing from these federal sources.

Up to $1M/year per hub for 3 years ($3M total) NEW — Announced March 2026 National Science Foundation (with DOL, USDA, SBA) State/territory Coordination Hubs State and territory-level Coordination Hubs that connect education, workforce, industry, and government partners to accelerate AI readiness. Hubs serve as backbone organizations that enable access to AI tools, training, and resources across the state.

Universities, state agencies, workforce organizations, and partnerships that can serve as neutral convening entities. Each hub must connect across K-16 education, workforce systems, and industry partners. This is the first federal program explicitly designed to put AI workforce tools in every state.

The program aligns with DOL's AI Literacy Framework and connects to WIOA and Perkins V funded programs. Round 1 proposals are being accepted now. Review NSF solicitation 26-508.

Partner with a university or state agency in your state that can serve as the hub applicant. Position your organization and technology as part of the hub ecosystem. nsf.

gov (solicitation NSF 26-508) ### Industry-Driven Skills Training Grants $7. 3M+ per state (14 states awarded in first round) Expanding — more states expected in 2026 U.S. Department of Labor (ETA) Employer-driven occupational skills training in advanced manufacturing, AI applications, data analytics, cybersecurity, predictive maintenance, and robotics. Includes apprenticeship and pre-apprenticeship programs.

Employers, training providers, and workforce organizations in awarded states. Administered through state workforce agencies. Wisconsin received $7.

3M in February 2026 and expects applications to open in May. This is competitive federal money specifically targeting AI and advanced industry training. More states will be awarded in subsequent rounds.

Monitor your state's Department of Workforce Development for application windows. Employer partnerships strengthen applications significantly. dol.

gov/agencies/eta/grants/awards ### Workforce Pell Grants (Short-Term Pell Grant Expansion) Per-learner (standard Pell amounts, up to ~$7,395/year) SIGNED INTO LAW — Goes live July 1, 2026 U.S. Department of Education Per-learner financial aid for students enrolled in eligible short-term workforce training programs.

This includes certificate programs, industry-recognized credential programs, and skills-based training in high-demand fields including clean energy, healthcare, manufacturing, IT, and skilled trades. Accredited institutions offering programs that meet quality criteria including minimum completion rates, job placement rates, and earnings thresholds. Programs must be on the state Eligible Training Provider List (ETPL).

Training providers that are not independently accredited can partner with accredited institutions. This fundamentally rewrites the economics of workforce training. Programs that can demonstrate strong outcomes (completion, placement, earnings) unlock per-learner federal funding that previously only flowed to longer academic programs.

The better your outcomes data, the stronger your eligibility case. Organizations deploying tools that track knowledge retention and skills application have a measurable advantage in qualifying and maintaining eligibility.

Law signed: 2025 (as part of reconciliation bill) • Effective date: July 1, 2026 • ED rulemaking: Ongoing — final implementation guidance expected spring 2026 ### AI Workforce PREPARE Act $7M authorized (FY2026-2030) Legislation introduced (S.

3339) DOL + Department of Commerce AI workforce readiness initiatives including prize competitions, cooperative agreements, voluntary AI adoption reporting, and rapid adjustment assistance for workers displaced by AI. For-profit and nonprofit entities, state/territorial/local/tribal agencies. Cooperative agreement model means direct partnerships with DOL.

Even before full passage, the legislative momentum signals where federal workforce dollars are heading. AI readiness is becoming a bipartisan priority. Organizations positioning for this now will be first in line when funds flow.

## State Workforce Funding (Selected Programs) Every state administers federal workforce dollars differently and adds its own funding on top. Below are selected state programs in high-activity workforce markets. This is not exhaustive — contact your state workforce agency for the full picture.

### Illinois — Climate and Equitable Jobs Act (CEJA) Statewide clean energy workforce transition targeting 100% clean energy by 2050. Programs include MDI (ComEd), Contractor Incubator, Contractor Accelerator, CJA workforce hubs, and registered apprenticeships. Contact: Illinois Department of Commerce and Economic Opportunity ### New York — NYPA Clean Energy Workforce Up to $25M annually for clean energy workforce development.

Supports training providers, CBOs, and educational institutions statewide. Contact: New York Power Authority $7. 3M federal grant for employer-driven skills training in advanced manufacturing and AI.

Applications expected May 2026. Contact: Wisconsin Department of Workforce Development ### California — Clean Energy Workforce Programs Multiple programs through CEC and CPUC funding workforce training for solar, storage, EV, and building electrification. Contact: California Energy Commission ### Texas — WIOA Programs 28 local Workforce Development Boards overseeing 170+ Workforce Solutions offices.

Largest state-administered WIOA system in the country. Contact: Texas Workforce Commission ### Michigan — Going PRO Talent Fund State-funded grants for employer-led training. Focus on manufacturing, IT, and energy transition workforce.

Contact: Michigan Department of Labor and Economic Opportunity Don't see your state? Every state has a Workforce Development Board and American Job Center network. Find yours at CareerOneStop.

org ## Grants Specifically for Nonprofit Workforce Organizations Nonprofits play a central role in workforce development, often serving as the community-based organizations that deliver training, provide wraparound services, and connect workers to employers. The funding landscape for nonprofit workforce orgs is broader than just federal programs.

### Federal Programs Open to Nonprofits Most WIOA-funded programs are delivered through nonprofits. CBOs, training providers, and workforce organizations with 501(c)(3) status are eligible recipients for WIOA formula funds through their local Workforce Development Board. Clean energy workforce programs under IRA and BIL also prioritize community-based organizations, particularly those serving disadvantaged communities.

### Community Development Block Grants (CDBG) HUD's CDBG program funds workforce development activities in low-and-moderate income communities. Nonprofits partnering with local governments can access CDBG dollars for job training, skills development, and economic development programs. ### Foundation and Corporate Grants Private foundations including Annie E.

Casey Foundation, JPMorgan Chase Foundation, Lumina Foundation, and Walmart Foundation all fund workforce development initiatives. Corporate giving programs from companies like Bank of America, IBM, and PwC also support nonprofit workforce programs. Use tools like Instrumentl or Foundation Directory to identify matching funders.

### State-Specific Nonprofit Programs Many states run grant programs specifically for nonprofit training providers. Check your state's Department of Commerce, Department of Economic Opportunity, or equivalent agency for CBO-targeted funding. #### Key Tip for Nonprofits The strongest grant applications combine employer partnerships with measurable outcomes data.

If you can show that your program produces workers who are still employed and applying their training 90 days after completion, you stand out from every other applicant reporting only completion rates. ## How to Win Workforce Grants — and Keep the Funding Coming Back Getting the first grant is hard. Keeping the funding is harder.

Here's what separates organizations that win once from organizations that build a sustainable funding pipeline. ### What Funders Want to See in Your Application #### Strong employer partnerships The number one factor in competitive workforce grant applications is demonstrated employer demand. Programs that can show signed MOUs, employer letters of support, or existing OJT partnerships score higher than programs without them.

Funders want to know graduates will have jobs waiting. #### Clear training-to-placement pipeline Funders have seen too many programs that train people and then lose track of them. Show the complete pathway: recruitment, training, credentialing, placement, and post-placement support.

The more seamless the pipeline, the stronger the application. #### Measurable outcomes framework Don't just promise outcomes — show how you'll measure them. Completion rates are table stakes.

Applications that include plans for tracking employment retention at 30/60/90 days, wage progression, and skills application stand out from the pack. #### Equity and access commitments Federal workforce programs increasingly prioritize serving underrepresented communities, justice-involved individuals, veterans, and workers in disadvantaged communities. Applications that demonstrate intentional equity strategies score higher.

#### Technology-enabled delivery This is the new frontier. DOL directed states in 2025 to invest in AI workforce tools. Applications that include plans for technology-enabled training delivery and knowledge retention signal innovation and scalability.

### The Renewal Secret: Prove What Completion Rates Can't Here's the truth about workforce grant renewals: every funder asks the same question, and most programs can't answer it. The question: "Did the training actually work?" Completion rates tell you who finished.

Placement rates tell you who got hired. Neither tells you whether workers are actually applying what they learned 30, 60, or 90 days later. And that's what funders increasingly want to see.

Organizations that can show knowledge retention data — proof that training methodology is being used on the job, not just consumed in a classroom — have a massive advantage in renewal applications. They're not just reporting outputs (people trained). They're reporting outcomes (knowledge applied, performance improved).

The programs that build this measurement capability into their training delivery from day one are the ones that renew year after year. The ones that can't answer the question are the ones that scramble every grant cycle.

## How Skill Refinery Helps Workforce Organizations Win and Renew Grants We built Skill Refinery because we kept hearing the same problem from workforce organizations: "We train people, the training ends, and we can't prove what stuck." Skill Refinery is a Knowledge Delivery System. We extract your training methodology and deliver it through the AI tools workers already use — ChatGPT, Claude, Gemini, and Microsoft Copilot.

The coaching follows workers from the classroom to the jobsite. And we track whether they're actually using what they learned. ### Deploy What Your Grant Funds Your grant pays for training.

Skill Refinery makes the training stick. Deploy expert methodology through the AI tools your workforce already uses. No new platform to adopt.

No behavior change required. ### Prove What Your Funder Asks Track methodology activation at 30, 60, and 90 days post-completion. Show funders which skills workers are using, how often, and in what context.

Go beyond completion rates. Report real outcomes. Organizations that prove training outcomes renew funding.

Skill Refinery gives you the data that makes your next application undeniable. Build a sustainable funding pipeline, not a one-time grant. ## Download the Complete Grant Guide (PDF) Get the full guide with all federal and state grant programs, application timelines, eligibility details, and our framework for building outcomes data that wins renewals.

Updated quarterly. The Gap Is Proving It Worked. Skill Refinery doesn't compete for your grants.

Skill Refinery is the technology your grants fund. Schedule a conversation and see what your training methodology looks like inside ChatGPT and Claude. Schedule a ConversationEmail matt@skillrefinery.

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