88% of released funds drawn at 6% physical progress

Isolation Forest on progress-payment gap evaluated this work against 650 comparable sanctions in Maharashtra 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+34.8
2. 02Third-party inspection lag+20.9
3. 03Days since last progress photo+17.2
4. 04Measurement-book gap+15.1
5. 05Advance drawn as share of release+11.0

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

1. 08 Jan 2024Work sanctioned by the District Authority₹48.92 L · Nashik Zilla Parishad Works Division
2. 08 Jan 2024First instalment released to the implementing agency₹22.84 L
3. 08 Mar 2026D-05 fired during the nightly scoring runIsolation Forest on progress-payment gap · confidence 0.95
4. 08 Mar 2026Alert routed to Ministry review deskResponse window 7 days
5. 08 Mar 2026Escalated to the State Nodal AuthorityAwaiting agency reply