THE PRO-ENTREPRENEURSHIP & AI WORKFORCE ACT

A Bill to Modernize Workforce Development, Accelerate AI Integration, and Remove Barriers to Entrepreneurship

SECTION 1. SHORT TITLE

This Act may be cited as the “Pro-Entrepreneurship & AI Workforce Act.”

SECTION 2. PURPOSE

To transform the U.S. economy by eliminating regulatory barriers to entrepreneurship, accelerating AI adoption, and prioritizing skills-based workforce training to make American workers globally competitive, with assessments and credentials evaluated strictly on demonstrated, reproducible competency.

TITLE I — DEFINITIONS & STANDARDS

Vehicle: Definitional (no standalone vehicle). Terms defined in this Title apply throughout the Act and are operative under whichever vehicle carries the substantive Title that references them.

Sec. 101. Key Terms

(a) “AI-Integrated Workforce” A workforce in which AI tools are used to enhance productivity, automate routine tasks, and enable human-AI collaboration for higher efficiency in various industries.
(b) “Skills-Based Hiring” A hiring approach where measurable competency in job-related skills is prioritized over degree requirements, validated through AI-verified assessments and practical evaluations.
(c) “Entrepreneurial Fast-Track” A federal program that eliminates administrative delays for small business creation, streamlining compliance, financing, and operational setup for any qualifying entrepreneur.
(d) “AI Credentialing” A federally recognized certification system that validates an individual’s proficiency in AI-related skills such as machine learning, data analytics, and AI-assisted decision-making, with scoring that is reproducible across repeated administrations and inputs that are documented and explainable.
(e) “Regulatory Burden Reduction” The process of simplifying, eliminating, or automating unnecessary regulations that hinder entrepreneurship and workforce mobility, while ensuring necessary oversight to prevent systemic risks.

TITLE II — AI-BASED WORKFORCE TRAINING & CERTIFICATION

Vehicle: Executive / regulatory. Implemented under existing Department of Labor authority in WIOA Sec. 134(c)(3) (29 U.S.C. Sec. 3174(c)(3)) for statewide employment and training activities, and under the NIST AI Risk Management Framework (15 U.S.C. Sec. 278h-1). Precedent: Executes inside authority already vested in the Secretary of Labor and the Director of NIST; no new authorization or appropriation required.

Sec. 201. Establishment of a National AI Workforce Initiative

(a) The Department of Labor, in collaboration with the National Science Foundation (NSF), private sector leaders, industry standards bodies, and labor-market researchers, shall create a federal AI workforce training program.
(b) The initiative shall include: – AI literacy training for federal employees and workforce development programs. – AI Credentialing (AIC) that replaces degree requirements for AI-based roles, ensuring assessments measure demonstrated competency only, with reproducible scoring and documented inputs. – Government grants for AI skills training to retrain displaced workers and those transitioning from traditional jobs into AI-related careers.

Sec. 202. AI Hiring Standards for Federal and State Jobs

(a) Federal agencies must adopt AI-driven hiring assessments to measure candidate competency while complying with applicable federal employment law.
(b) AI Credentialing (AIC) must be accepted as an alternative to traditional degrees.
(c) Algorithmic audits of AI-driven hiring tools must be conducted annually, verifying that scoring is reproducible across repeated administrations, that every input to the model is documented and explainable, and that outputs correlate with subsequent on-the-job performance.

TITLE III — ENTREPRENEURIAL FAST-TRACK & SMALL BUSINESS ASSISTANCE

Vehicle: Executive / regulatory. Executes under existing IRS tax-ID issuance authority (26 U.S.C. Sec. 6109), Small Business Administration authority under 15 U.S.C. Sec. 631 et seq., and compliance waiver authority under the Paperwork Reduction Act (44 U.S.C. Sec. 3501 et seq.). Precedent: Reorganizes existing interagency processes; the 3-year compliance exemption and AI matching grants extend established SBA program mechanics.

Sec. 301. Entrepreneurial Fast-Track Program

(a) Creation of a one-click business formation system allowing entrepreneurs to: – Register a business within 24 hours. – Automatically generate a federal tax ID and business bank account. – Receive AI-generated compliance assistance tailored to their industry.
(b) Entrepreneurs who enroll in this program shall be exempt from select bureaucratic hurdles for 3 years, including: – Unnecessary licensing delays. – Non-essential compliance audits. – Costly annual reporting requirements for small businesses earning less than $500,000 in revenue.

Sec. 302. AI-Driven Small Business Assistance Grants

(a) An AI-powered grant eligibility platform shall match small businesses with applicable grants in real-time.
(b) Startups in AI, automation, and workforce development sectors shall be eligible for expedited funding approval.
(c) Eligibility and award decisions under this section shall be made on the basis of demonstrated business viability, projected economic impact, and match to published program criteria.

TITLE IV — INTERSTATE RECOGNITION OF SKILL-BASED CREDENTIALS

Vehicle: Regular order. Requires 60 Senate votes. Commerce Clause basis under U.S. Const. art. I, Sec. 8, cl. 3. The federally regulated professions subsection (401(c)) is within the constitutional authority of Congress; the state licensing streamlining subsections (401(a), 401(b)) rely on conditioning federal workforce funds and are structured so that States retain the choice to participate. Precedent: Builds on the Servicemembers Civil Relief Act (50 U.S.C. Sec. 3901 et seq.) model of interstate credential portability and on WIOA’s existing grant conditioning mechanics.

Sec. 401. Reduction of Occupational Licensing Barriers

(a) State governments receiving federal workforce funds shall streamline licensing requirements for professions that do not involve direct risks to public health or safety.
(b) AI-based licensing tests must be available for non-degree pathways to professional credentials in jurisdictions accepting federal workforce funds.
(c) Interstate recognition of AI-driven skill certifications shall be mandatory for federally regulated professions.

TITLE V — AI TRANSPARENCY, GOVERNANCE, & DATA SECURITY

Vehicle: Executive / regulatory. Implemented under the National AI Initiative Act (15 U.S.C. Sec. 9401 et seq.) and the NIST AI Risk Management Framework (15 U.S.C. Sec. 278h-1). No new agency is created. Precedent: Operates inside the existing National AI Initiative Office (NAIIO) structure; data protection provisions extend FISMA (44 U.S.C. Chapter 35) to workforce-AI data.

Sec. 501. Workforce AI Oversight Sub-Panel

(a) The National AI Initiative Office (NAIIO), established under 15 U.S.C. Sec. 9401 et seq., shall stand up a permanent Workforce AI Oversight Sub-Panel to: – Audit AI hiring algorithms for reproducibility, transparency, and predictive validity against documented on-the-job performance. – Ensure worker rights to human review of AI-generated employment decisions are enforceable and enforced. – Publish semi-annual reports on AI employment trends, aggregated and anonymized.
(b) The Sub-Panel shall operate within existing NAIIO appropriations; no new authorization or personnel ceiling is required.

Sec. 502. AI Data Protection Standards

(a) All AI workforce assessments must meet federal data security requirements: – Encrypted personal data storage. – Clear disclosure of AI decision-making criteria. – Right to human review of AI-generated employment decisions.

TITLE VI — ACCOUNTABILITY & COMPLIANCE

Vehicle: Reconciliation-eligible. Penalty schedules, federal-contract-conditioning provisions, and appropriation triggers have a direct budgetary effect and fit within the Byrd Rule limits for reconciliation instructions to the Committees on Finance and Health, Education, Labor, and Pensions. Precedent: Penalty ceilings mirror existing Federal Civil Penalties Inflation Adjustment Act (28 U.S.C. Sec. 2461 note) schedules and OFCCP debarment practice.

Sec. 601. Enforcement Mechanisms

(a) The Department of Labor shall conduct annual compliance audits of federal agencies and private employers receiving federal funding.
(b) Non-compliance with AI transparency or hiring requirements under this Act shall result in suspension of federal contracting eligibility for up to 3 years and civil penalties not to exceed $500,000 per willful violation, calculated consistent with the penalty schedules established under the Federal Civil Penalties Inflation Adjustment Act (28 U.S.C. Sec. 2461 note).

Sec. 602. Entrepreneurial Progress Reports

(a) The Small Business Administration (SBA) shall publish quarterly reports tracking: – Number of businesses created under the Fast-Track Program. – Percentage of federal contracts awarded to startups. – Economic impact of reduced regulatory barriers on entrepreneurship.

TITLE VII — IMPLEMENTATION & REVIEW

Vehicle: Implementation (no standalone vehicle). Phase-in and sunset provisions take effect under whichever vehicle carried each substantive Title.

Sec. 701. Phase-In Timeline

Year 1: AI Credentialing and workforce training program launch.
Year 2: Entrepreneurial Fast-Track Program becomes fully operational.
Year 3: AI hiring assessments and interstate-recognition requirements take effect nationwide.
Year 4: Full AI workforce integration and transparency mandates enforced.

Sec. 702. Review & Sunset Clause

(a) Programs under this Act shall be reviewed after 5 years for effectiveness.
(b) Any provision found to be ineffective may be repealed by a two-thirds vote of Congress.

TITLE VIII — GENERAL PROVISIONS

Vehicle: Structural (no standalone vehicle). Severability, savings, rules-of-construction, and effective-date clauses operative under whichever vehicle carried the substantive Titles above.

Sec. 801. Severability

(a) If any provision of this Act, or the application of any provision to any person or circumstance, is held invalid by a court of competent jurisdiction, the remainder of this Act and the application of such provision to other persons or circumstances shall not be affected.
(b) It is the intent of Congress that the provisions of this Act be severable to the maximum extent permitted by law, and in particular that the meritocratic hiring standard under Sec. 202 shall remain operative even if any one assessment type or reporting requirement is stayed or invalidated.

Sec. 802. Savings Clause

(a) Nothing in this Act shall be construed to impair or supersede any right, authority, obligation, liability, or appropriation existing under Federal law on the day before the date of enactment of this Act, except to the extent expressly provided by this Act.
(b) Actions taken, rules promulgated, or orders issued under authorities referenced in this Act and in effect on the date of enactment, including without limitation the Workforce Innovation and Opportunity Act (29 U.S.C. Sec. 3101 et seq.), the National AI Initiative Act of 2020 (15 U.S.C. Sec. 9401 et seq.), the NIST AI Risk Management Framework, and the Federal Civil Penalties Inflation Adjustment Act (28 U.S.C. Sec. 2461 note), shall remain in effect until superseded by action taken under this Act.
(c) Nothing in this Act shall be construed to impair the merit-based selection principles established under 5 U.S.C. Sec. 2301 for the Federal competitive service.

Sec. 803. Rules of Construction

(a) This Act shall be construed to require that all hiring standards, assessments, audits, and outcome measures established hereunder operate on strictly meritocratic principles, measuring demonstrated competency, reproducible scoring, and documented inputs only, consistent with Sec. 202(b).
(b) No provision of this Act shall be construed to require, permit, or authorize the use of group identity, demographic category, or any characteristic protected under 42 U.S.C. Sec. 2000e-2 as a factor in any hiring, credentialing, licensing, or assessment decision covered by this Act, except as strictly necessary for statistical reporting that is reported in the aggregate and not used as a determinant of individual selection.
(c) No provision of this Act shall be construed to imply preemption of State law except where expressly so provided. Where a provision of this Act conditions the receipt of Federal funds on State action, nothing shall be construed to compel a State’s participation.
(d) Where a provision of this Act is subject to more than one reasonable construction, the construction most consistent with the purposes stated in Section 2 shall prevail.

Sec. 804. Effective Date

(a) Except as otherwise provided in this Act, this Act shall take effect on the date of enactment.
(b) Title III (Entrepreneurial Fast-Track) shall take effect 180 days after the date of enactment, to allow the Small Business Administration to establish the Fast-Track Program under Sec. 301.
(c) Title V (AI Oversight & Ethical Governance) shall take effect on the date of enactment, operating under existing NIST AI Risk Management Framework and National AI Initiative Office authority.
(d) Title VI (Accountability & Compliance) penalty provisions shall apply to violations occurring on or after the date of enactment. The phased-in compliance schedule set forth in Sec. 701 shall govern the operational rollout of Titles II, III, and IV.