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Purchasing a new ambulance to District Hospital, Ballari

Health

Karnataka / BALLARI — BALLARI(DEPUTY COMMISSIONER BELLARY_IDA) · E Tukaram (BELLARY)

Overall risk score
46/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost64
Delay76
Duplication0
Agency72
Compliance0
Sanctioned
₹30.00 L
Delay
136d
Cost deviation
-8%
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)
  • 136 days beyond expected completionPublished dates
  • 64% of this agency's ₹57,170,595 spend went to one vendor (KRIDL BHUSIRI ACCOUNT WORKS), across 5 vendors and 61 transactionsStatistics · Herfindahl-Hirschman index

Decision trail

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