Initiatives

Programmatic workstreams linking data science, tax systems, and inclusive economic policy.

Maitras.ai initiatives translate research into focused streams of work that can support governments, institutions, and long-horizon policy development.

Initiative Streams

Two major tracks define the current initiative layer.

The document places special emphasis on women’s economic visibility and the operational use of AI in tax systems. These should feel like serious program areas, not just static pages.

Women, Data & Economic Power

Using data science and analytics to make invisible economic participation measurable.

In many developing economies, women’s economic contributions remain partially or entirely invisible within formal data systems. This initiative focuses on visibility, inclusion, and policy design.

Gender visibility initiative illustration

Research Areas

1. Measuring Informal Economic Activity

Using alternative data sources to estimate contributions not captured in official statistics.

2. AI for Financial Inclusion

  • • Credit access without traditional financial history
  • • Risk assessment using non-traditional data

3. Gender-Responsive Tax Systems

Analyzing how tax structures impact women differently and proposing reforms.

4. Labor Market Analytics

  • • Participation rates
  • • Income patterns
  • • Sectoral distribution

AI for Tax Systems

Applying data science and artificial intelligence to improve compliance, efficiency, and revenue outcomes.

This initiative stream converts technical analytics into operational tools for tax administrations working with real institutional constraints.

  • • Compliance
  • • Efficiency
  • • Revenue outcomes

Program logic

These initiatives are intended to grow into stronger data products, country diagnostics, and analytical applications over time.

AI for Tax Systems

Jun 2026

AI for Tax Systems

A program stream focused on audit targeting, compliance prediction, and operational analytics for tax administrations.

View detail

Women, Data & Economic Power

Jun 2026

Women, Data & Economic Power

An initiative focused on measuring hidden participation, improving visibility, and supporting gender-responsive policy design.

View detail