PM Awas · Housing
PM Awas Yojana–Gramin (Housing)
Objective
Safe, pucca homes with basic services for poor rural households.
What was done (Output)
Lakhs of houses sanctioned and reported as "completed".
What went wrong (Outcome gap)
Audits found many "completed" houses without toilets, safe drinking water or drainage; liveability and occupancy remained weak.
How BharatAwaaz AI helps
Calls sanctioned households to check if the house is actually liveable and used, and flags villages where homes fail on basics.
PM Ujjwala · Clean Cooking
Pradhan Mantri Ujjwala Yojana (Clean Cooking)
Objective
Shift poor households from solid fuels to clean LPG for health and safety.
What was done (Output)
Crores of LPG connections issued under Ujjwala.
What went wrong (Outcome gap)
CAG found low refill use, delays, abnormal consumption patterns and no clear tracking of health outcomes; many households did not sustain clean cooking.
How BharatAwaaz AI helps
Checks with existing beneficiaries if they can afford refills, feel safe, and have actually reduced chulha use; flags blocks where Ujjwala is not changing behaviour.
Ayushman Bharat · Health Protection
Ayushman Bharat – Pradhan Mantri Jan Arogya Yojana (Health Protection)
Objective
Cashless hospital care for poor families, reducing catastrophic health expenses.
What was done (Output)
7+ crore households registered; large hospital network empanelled.
What went wrong (Outcome gap)
CAG found serious data issues (lakhs of beneficiaries on the same mobile) and cases where patients were still charged or denied cashless care.
How BharatAwaaz AI helps
Follows up with enrolled families after treatment to capture charges, denial and experience, and surfaces hospitals with repeated problems.
Jal Jeevan Mission · Rural Tap Water
Jal Jeevan Mission (Rural Tap Water)
Objective
Functional household tap connection with safe, regular drinking water in every rural home.
What was done (Output)
Rapid rise in reported functional household tap connections.
What went wrong (Outcome gap)
CAG found many connections non‑functional or quickly disconnected; water quality checks and O&M were weak, so reliable supply lagged behind numbers.
How BharatAwaaz AI helps
Calls households to track supply, quality and disconnections, and highlights habitations where taps exist but water does not.
PMKVY · Skilling & Jobs
Pradhan Mantri Kaushal Vikas Yojana (Skilling & Jobs)
Objective
Train youth and connect them to better jobs and incomes.
What was done (Output)
Millions of youth reported as trained under PMKVY phases.
What went wrong (Outcome gap)
CAG and reports show only ~41% got placed, with major data issues (invalid or missing bank accounts, weak tracking of outcomes).
How BharatAwaaz AI helps
Calls trainees to verify if they actually got jobs, how long they stayed, and what wages they earn, and identifies centres or trades that fail on real placements.