AI & Economic Resilience Journal
Research, analysis, and educational content on AI readiness, tax literacy, capital access, and institutional resilience.
Responsible AI Adoption Frameworks for Small Business Institutions
An examination of the compliance safeguards and human oversight standards required for responsible AI integration in small business and nonprofit environments.
The IRS Dirty Dozen: Understanding Fraud Schemes That Target Small Businesses
A comprehensive review of the IRS annual Dirty Dozen list and its implications for small business owners, nonprofit administrators, and institutional leaders.
Generational Wealth Erosion: The Succession Planning Gap in Small Business
Research findings on the prevalence of succession planning gaps among small business owners and the resulting impact on generational wealth preservation.
Structural Blind Spots: Why 50% of Small Businesses Fail Within Five Years
An analysis of the systemic factors — including tax literacy gaps, capital access barriers, and AI readiness deficits — that contribute to small business failure rates.
Grant Literacy and Foundation Frameworks for Nonprofit Organizations
A practical overview of the grant application process, foundation governance structures, and public funding pathways available to nonprofit organizations.
FTC Consumer Protection Reports: Fraud Patterns Targeting Small Businesses
An analysis of FTC consumer protection data and its implications for small business fraud prevention education and institutional risk management.
Federal AI Governance Frameworks: Implications for Institutional Compliance
A review of emerging federal AI governance standards and their implications for small businesses and nonprofit organizations adopting AI systems.
Entity Structure Literacy: Understanding the Tax Implications of Business Formation
An educational overview of the tax implications of different business entity structures, including sole proprietorships, LLCs, S-corporations, and C-corporations.
Public-Private Collaboration Frameworks for STEM Education Organizations
Research on the public-private partnership models available to STEM education organizations seeking to diversify revenue and expand programmatic capacity.