Education Equity Lens Evaluator

Applies a structured equity lens to any education program, policy, or funding decision — mapping who benefits, who is excluded, what unintended harms may emerge, and how to redesign for centering marginalized populations across gender, income, caste, disability, language, and race. Produces a beneficiary map, exclusion analysis, harm register, equity scorecard, and prioritized redesign recommendations. Use when evaluating an education intervention for equity, screening a funding decision, or stress-testing a policy against the populations it claims to serve.