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Purchasing of School bus for M.M.M.U.M.UP School, Karakkad,

Education

Kerala / KOTTAYAM — KOTTAYAM(DISTRICT COLLECTOR KOTTAYAM_IDA) · Abdul Wahab (Sitting Rajya Sabha)

Purchasing of School bus for M.M.M.U.M.UP School, Karakkad, Erattupetta Municipality

Overall risk score
75/100
Blended from the five components below, each weighted as shown.
HIGH

Risk components

Cost100
Delay100
Duplication100
Agency32
Compliance0
Sanctioned
₹25.00 L
Delay
253d
Cost deviation
400%
Work status
Recommended

AI powered · gemini-flash-liteWhy was this flagged?

  • ₹2,500,000 against a ₹500,000 median for Education works in KOTTAYAM (400% above, 148 peer works)Peer comparison · sector labelled by Gemini Flash Lite
  • 253 days beyond expected completionPublished dates
  • 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #13162 (sentence-embedding similarity 1.00, 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)