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Installation of Mini Mast Lights (8 Meter height and 5 led f

Street Lighting

Kerala / ALAPPUZHA — ALAPPUZHA(DISTRICT COLLECTOR ALAPPUZHA_IDA) · Adv. A. M. Ariff (ALAPPUZHA)

Installation of Mini Mast Lights (8 Meter height and 5 led flood light with 150 watts each) in front of St. John Maria Viyanni Church Junction in Punnapra South Grama Panchayath Ward No 16(General)

Overall risk score
45/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost64
Delay100
Duplication0
Agency28
Compliance0
Sanctioned
₹2.17 L
Delay
1,303d
Cost deviation
-28%
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)
  • 1303 days beyond expected completionPublished dates

Decision trail

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