Why in the News
Attendance checks under the rural jobs programme are moving from face authentication, which was beaten by photographing photographs, to a multi-layered artificial intelligence (AI) verification system that holds back wages until suspicious entries are cleared. The Union Rural Development Minister has announced an upgraded National Mobile Monitoring System (NMMS) for Viksit Bharat-Guarantee for Rozgar and Ajeevika Mission (Gramin) (VB-G RAM G).
What is the NMMS, and why was face authentication not enough?
- What it is: The NMMS is a mobile application that records attendance through morning and afternoon photographs at the worksite. It works like a digital muster roll (a worksite’s attendance register) signed with a photo.
- Why face authentication came: The Ministry added face authentication in March 2026, under the Mahatma Gandhi National Rural Employment Guarantee Act, 2005 (MGNREGA), to answer concerns over fake attendance.
- What went wrong: Fraud continued at many worksites in several forms:
- photo-to-photo capture instead of live work images;
- recorded worker counts that did not match the actual count;
- mismatches in the gender composition of workers;
- the same photograph appearing in several muster rolls;
- different workers in the morning and afternoon photographs.
- The takeaway: A check that matches a face, without proving a live person at the site, still lets wages flow for work that never happened.
What does the upgraded system add?
- Anti-tampering: The new version carries safeguards against cloning (copying the app or a worker’s identity) and tampering.
- Liveness detection: The camera checks that a real, live worker stands before it, not a dummy image or an old photograph.
- Regional calibration: AI-based face verification has been adjusted so that it works across different States and geographical regions.
- Photo de-duplication: An AI-based de-duplication module flags suspicious or repeated photographs.
- Payment hold: Where an entry is flagged, the wage list and the Fund Transfer Order (FTO) are withheld automatically until checks are complete. The FTO is the order that releases wages to workers’ accounts.
How are genuine workers protected?
- Offline attendance: Where a worksite has no network connectivity, attendance can be recorded offline.
- Exception mechanism: An authorised exception applies when face authentication fails for elderly workers or persons with disabilities, or when a phone develops technical problems.
- Stated aim: The government’s stated priority is to protect workers’ wages and ensure public funds are used transparently and for their intended purpose.
Challenges
- Wrongful rejection: Face matching can fail on ageing faces, poor light or low-end phones, so genuine workers risk losing wages.
- Payment delays: Withholding a whole wage list over flagged entries can delay pay for every worker on it, not only the suspect ones.
- Biometric privacy: Storing the face data of crores of workers raises concerns under the Digital Personal Data Protection Act, 2023.
- New loopholes: Offline and exception routes, needed for fairness, can become fresh channels for fake entries if no one audits them.
- Work quality unchecked: Proving presence at a worksite does not show that the work was useful or correctly measured.
Way Forward
- Time-bound review: Programme officers should clear flagged entries within a fixed number of days, so wages are not held indefinitely.
- Split the wage list: Release payments for clean entries separately from the flagged ones.
- Social audits: Gram Sabhas should audit offline and exception entries, which the software cannot verify.
- Publish failure rates: The Ministry should publish State-wise rates of failed face checks, so that faulty verification is corrected.
Conclusion
Attendance fraud has outrun each earlier fix, and the upgrade shifts the check from recognising a face to proving a live worker at the site. The test is whether it cuts fake entries without holding back wages owed to genuine workers.
Back2Basics: VB-G RAM G
- What it is: The VB-G RAM G Act, 2025 replaced MGNREGA, and the new mission came into force in July 2026. The Ministry of Rural Development administers it.
- Guarantee: Rural households are guaranteed 125 days a year of unskilled manual work, up from 100 days under MGNREGA.
- Funding: States now bear about 40% of the cost, against about 10% under MGNREGA.
- Seasonal pause: States can notify a 60-day pause in work during peak sowing and harvest seasons.
Matching Previous Year Question
“[2019] The Service Area Approach was implemented under the purview of (a) Integrated Rural Programme (b) Lead Bank Scheme (c) Mahatma Gandhi National Rural Employment Guarantee Scheme (d) National Skill Development Mission ANSWER: (b)”
