Construction of Building to Anganwadi No.146, in ward 18,Vat
Education
Kerala / ALAPPUZHA — ALAPPUZHA(DISTRICT COLLECTOR ALAPPUZHA_IDA) · Kodikunnil Suresh (MAVELIKKARA)
Construction of Building to Anganwadi No.146, in ward 18,Vattakkadu in Vallikunnam Grama Panchayath
Overall risk score
52/100
Blended from the five components below, each weighted as shown.
Risk components
Cost66
Delay100
Duplication29
Agency28
Compliance0
Sanctioned
₹20.00 L
Delay
545d
Cost deviation
3%
Work status
Recommended
AI powered · gemini-flash-liteWhy was this flagged?
- Unusual combination of sanctioned amount, delay and spending pattern — flagged by an isolation forest fitted over every work, not by any single figure being out of rangeAI · Isolation Forest (scikit-learn)
- 545 days beyond expected completionPublished dates
Decision trail
Nobody has recorded a decision on this work yet.
Reads as a near-duplicate of work #16225 (sentence-embedding similarity 0.96, measured by all-MiniLM-L6-v2 on meaning rather than shared words; two works can legitimately share a description, so this is a prompt to check, not a finding)

