RESEARCH LIBRARY

Research

LGAI publishes McKinsey-style white papers with executive summaries, sourced data, and direct PDF downloads — plus the external research we cite in forensic community reviews.

LGAI Publications

Read online or download the PDF edition of each paper.

Founding White Paper14 min read

The Lag-Lead Trap (Founding White Paper)

10 May 2026 · Enhanced Jun 2026

Why local government must adopt private-sector productivity standards before the property-tax base contracts.

  • Private-sector efficiency benchmarks (2026)
  • Updated Lag-Lead gap charts
  • Executive recommendations for jurisdictions
Methodology Paper9 min read

The Six-Pillar Audit Framework

14 May 2026 · Enhanced Jun 2026

McKinsey-style methodology for investigating any local government — templates, case studies, seven pillars.

  • Audit templates and worksheet references
  • Case study crosswalks
  • Stakeholder Engagement & Impact Measurement pillar
Policy Paper18 min read

Productivity Parity

14 May 2026 · Enhanced Jun 2026

The 36-month window every local government faces — and the efficiency parity standard citizens should demand.

  • 2026 AI workforce impact analysis
  • New efficiency parity pillar
  • Phased adoption roadmap
Policy Paper15 min read

The Florida Laboratory

14 May 2026 · Enhanced Jun 2026

How Florida state reforms and citizen-led investigations are rewriting local accountability.

  • 2026 state reform and audit landscape
  • Citizen records-request toolkit
  • Sunshine + local dashboard architecture
Proprietary Platform17 min read

Citizens Savings & Efficiency Platform™

23 Jun 2026 · Enhanced Jun 2026

LGAI’s proprietary engine for turning forensic analysis into prioritized local government savings and efficiency recommendations.

  • Complete Six Core Areas Efficiency Menu with tactics and savings ranges
  • Financial Impact & Modeling, Implementation Roadmap, and Conclusion
  • Full variable-input financial model and benchmark tables (coming)
Case Study Compilation12 min read

Fifty Cities Already

14 May 2026 · Enhanced Jun 2026

Operational proof that local-government AI productivity works — with an implementation guide.

  • New 2025–2026 municipal case studies
  • Step-by-step implementation guide
  • Peer-matching index for your jurisdiction

External Research Library

Allied Organizations

Reason Foundation

Public-finance research; govfinance.reason.org ACFR database.

Foundation for Government Accountability

Florida-HQ free-market think tank.

Manhattan LGAI

Quality of governance, fiscal responsibility.

American Enterprise Institute

AI productivity and economic policy.

Cato Institute

Federal workforce reform.

NASCIO

State CIO trade association.

National League of Cities

Municipal AI case studies.

Bloomberg Center for Cities (Johns Hopkins)

Municipal AI partnerships.

Data Sources

  • govfinance.reason.org21,405 state/local ACFRs
  • DOGE.govfederal savings and workforce data
  • OPM.govfederal personnel data
  • Census.govdemographic and ACS data
  • Florida DOGElocal government audit disclosures
  • Sarasota County Public Recordsactive investigation primary source

Citizens, journalists, and local officials are invited to submit research for inclusion. Standard editorial verification applies.