88% of released funds drawn at 8% physical progress

Isolation Forest on progress-payment gap evaluated this work against 211 comparable sanctions in West Bengal 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+31.1
2. 02Days since last progress photo+26.3
3. 03Third-party inspection lag+12.4
4. 04Measurement-book gap+11.6
5. 05Advance drawn as share of release+5.6

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

1. 27 Jan 2024Work sanctioned by the District Authority₹33.20 L · Jalpaiguri Public Works Department
2. 27 Jan 2024First instalment released to the implementing agency₹16.10 L
3. 02 Mar 2026D-05 fired during the nightly scoring runIsolation Forest on progress-payment gap · confidence 0.86
4. 02 Mar 2026Alert routed to State Nodal AuthorityResponse window 7 days