Examine the role of Aadhaar-based authentication and biometric technologies in reducing leakages in welfare scheme delivery, with reference to Poshan Tracker.
In this answer
Leakages in welfare delivery arise from ghost beneficiaries, duplication and unverifiable last-mile handover. Aadhaar-based authentication and biometrics attack this by shifting verification from paper registers to real-time digital identity. Poshan Tracker, the mobile governance backbone of Mission Saksham Anganwadi and Poshan 2.0 (launched March 2021), is India's largest test of this model [1].
How authentication plugs leakages
- De-duplication at registration: Aadhaar seeding of beneficiaries removes duplicate and ghost entries from Anganwadi rolls; the Ministry notes Aadhaar-based tracking has enabled proper identification and prevention of leakages [2].
- Last-mile proof of receipt: the Facial Recognition System (FRS) authenticates Take-Home Ration (THR) handover, ensuring benefit reaches only the registered beneficiary — piloted August 2024, made pan-India optional in December 2024, and mandatory from 1 July 2025 [2].
- Real-time audit trail: near real-time capture of attendance, supplementary nutrition and growth data replaces retrospective paper reporting, enabling supervisory cross-checks [3].
- Scale of verification: by February 2026, 97.01% of THR beneficiaries had completed e-KYC and face capture, with over 10 crore beneficiaries registered on the app [2][4].
Limits and concerns
- Exclusion risk: authentication failure can deny entitlements to the most vulnerable — mitigated by the Nominee Module, allowing a face-verified nominee to collect THR [2].
- Infrastructure dependence: connectivity and smartphone functionality condition performance; ₹2,000 per year connectivity support per Anganwadi Worker is provided [1].
- Privacy and data protection: biometric capture of women and children demands strict purpose limitation under the DPDP framework.
- Measurement is not nutrition: verified delivery does not by itself correct stunting or wasting; convergence with health services remains essential.
Biometric authentication is therefore a powerful integrity tool, not a substitute for programme quality. The way forward lies in mandatory offline/exception fallbacks, grievance redress through the 1515 helpline, and periodic social audits — so that technology advances both the fiscal efficiency of welfare and the right to nutrition implicit in Article 21.
Sources
- 1Poshan Tracker — PIB Factsheet, Ministry of Women and Child Developmentlaunch date, app as digital backbone, ₹2,000/year connectivity support, 1515 helpline
- 2Facial Recognition System developed in Poshan Tracker Application for last mile tracking of Take-Home Ration distribution — PIBAadhaar-based prevention of leakages and ghost entries, FRS rollout timeline, 97.01% e-KYC/face capture, Nominee Module
- 3Near real time data collection for Anganwadi Services facilitated through 'Poshan Tracker' digital application — PIBnear real-time monitoring replacing periodic reporting
- 4All Anganwadi Centres registered on Poshan Tracker; Over 10.12 Crore Beneficiaries Registered — PIBscale of beneficiary registration