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Shri Amit Sonkar Gram Chilashah Bazi me Solar Light

Street Lighting

Uttar Pradesh / KAUSHAMBI — KAUSHAMBI(DISTRICT MAGISTRAE KAUSHAMBI_IDA) · Vinod Kumar Sonkar (KAUSHAMBI)

Overall risk score
58/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost43
Delay100
Duplication36
Agency100
Compliance0
Sanctioned
₹21,100
Delay
545d
Cost deviation
-96%
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
  • 79% of this agency's ₹40,954,012 spend went to one vendor (Sunny Enterprises), across 15 vendors and 162 transactionsStatistics · Herfindahl-Hirschman index

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #16271 (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)