72% of released funds drawn at 6% physical progress

Isolation Forest on progress-payment gap evaluated this work against 608 comparable sanctions in Tamil Nadu for the same category and financial year. Funds released and drawn while the geo-tagged photographic and measurement-book evidence shows no corresponding advance. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.

1. 01Payment / progress divergence+37.1
2. 02Days since last progress photo+14.2
3. 03Measurement-book gap+13.7
4. 04Third-party inspection lag+7.5
5. 05Advance drawn as share of release+6.5

Contributions are additive against the cohort baseline; they sum to the composite score and are recomputed whenever the underlying record changes.

1. 15 Jun 2025Work sanctioned by the District Authority₹62.99 L · Salem Panchayat Samiti
2. 15 Jun 2025First instalment released to the implementing agency₹23.81 L
3. 12 Dec 2025D-05 fired during the nightly scoring runIsolation Forest on progress-payment gap · confidence 0.94
4. 12 Dec 2025Alert routed to Internal audit unitResponse window 15 days