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Purchase of Ambulances Van (Four wheelers) in Ranavav City,

Health

Gujarat / PORBANDAR — PORBANDAR(DISTRICT COLLECTOR PORBANDAR_IDA) · Mansukh Mandaviya (PORBANDAR)

Purchase of Ambulances Van (Four wheelers) in Ranavav City, Nagar Palika

Overall risk score
34/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost51
Delay67
Duplication4
Agency21
Compliance0
Sanctioned
₹20.00 L
Delay
121d
Cost deviation
—
Fewer than 8 comparable works in this district and sector
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)
  • 121 days beyond expected completionPublished dates

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #112765 (sentence-embedding similarity 0.94, 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)