Extractives
May 2026
Extractives Revenue Intelligence Framework
A policy and analytics framework for identifying revenue leakage, transfer pricing exposure, and cost recovery risks in resource sectors.
Independent policy platform
Advancing Tax Data Analytics, AI, and Public Finance Systems in Developing Economies
Maitras.ai is an independent research and policy platform focused on tax data analytics, AI in tax administration, and inclusive economic systems for governments and global institutions.
Focus
Tax systems
Applied Lens
AI + analytics
Priority
Inclusive visibility
Flagship Direction
Gender Economic Visibility Index
40.7
A data-driven framework for measuring how women appear across financial systems, labor data, enterprise records, and policy design.
Policy Research
Evidence-driven work on tax systems, public finance, and implementation challenges
Data Models
Analytical models and structured methods designed for low-data environments
Frameworks
Scalable approaches for public-sector analytics, compliance, and forecasting
Applied Insights
Policy-oriented interpretation for governments and global institutions
Who We Are
A global knowledge hub for public finance, tax policy research, and data science applications in developing countries.
Maitras.ai is a global knowledge hub dedicated to public finance, tax policy research, and data science applications in developing countries.
What We Produce
Policy research, data models, analytical frameworks, and applied insights.
Maitras.ai translates technical research into practical public-sector intelligence with a focus on institutional relevance and implementation use.
We produce
- Policy research
- Data models
- Analytical frameworks
- Applied insights
Designed for
- Governments
- Development institutions
- Policy researchers
Institutional fit
Built for developing economy contexts where tax administration, data quality, and implementation capacity must be addressed together.
Featured Research
Featured research on tax systems, visibility gaps, and revenue intelligence.
Gender & Inclusion
May 2026
Gender Economic Visibility in Developing Economies
A structured approach to measuring how women remain underrepresented in economic datasets and why that weakens policy quality.
Data Science & AI
May 2026
AI-Based Audit Risk Models for Developing Economies
A scalable framework for improving audit selection in low-data environments using targeted machine learning and institution-aware design.
Why Maitras.ai
A Platform for Tax Data Analytics and Policy Innovation
Maitras.ai focuses on bridging the gap between tax policy and implementation, data science and government capability, and economic theory and real-world systems.
- AI for tax compliance
- Revenue forecasting
- Domestic resource mobilization
Latest Insights
Applied interpretation for evolving public finance and policy questions.
Insights provide shorter-form analysis that extends the research agenda into practical, decision-relevant commentary.
Policy Insights
Jun 2026
The Hidden Economy of Women
Economic participation without visibility leads to weaker policy design, mismeasured contributions, and missed fiscal opportunities.
Policy Insights
Jun 2026
Why Developing Countries Need Better Revenue Data
Revenue performance is often judged at a macro level even when the underlying tax data is incomplete, delayed, or weakly integrated.
Policy Insights
Jun 2026
How AI Is Transforming Tax Administration
AI in tax administration is most useful where it improves prioritization, segmentation, and compliance workflows rather than replacing judgment.
Data & Tools
Analytical models and frameworks for government use cases.
Systems Layer
Practical, scalable solutions for AI in tax compliance, revenue forecasting, and domestic resource mobilization.
Data and tools convert Maitras.ai research into operational methods, structured models, and applied analytical support.
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Jun 2026
Gender Economic Visibility Index
A composite index measuring how visibly women are represented across economic and data systems.
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Jun 2026
Revenue Forecasting Framework
A structured model for estimating public revenue under uncertainty using macro and sector-specific inputs.
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Jun 2026
Audit Risk Model Prototype
A machine learning-based framework for taxpayer risk profiling in low-data environments.
Initiative Highlight
Women, Data & Economic Power
Using data science for women’s economic empowerment in developing countries, Maitras.ai explores how invisible economic participation can be measured and improved.
Featured initiative
Women, Data & Economic Power
An initiative focused on measuring hidden participation, improving visibility, and supporting gender-responsive policy design.
Why it matters
This initiative explores how invisible or weakly measured participation affects public policy and economic opportunity. Maitras.ai applies data science, AI, and economic reasoning to improve how women’s participation is quantified and acted upon.
Expected outputs
GEVI prototypes, concept notes, country diagnostics, and policy design frameworks.
Explore initiativeCollaboration
Engage on research, data partnerships, and public finance innovation.
Maitras.ai is designed to support governments, development institutions, and researchers working on tax systems, analytical capability, and inclusive economic development.
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