Purchase of sanitary pad vending machine and incinerators fo
Education
Manipur / IMPHAL WEST — IMPHAL WEST(Deputy Commissioner Imphal West MPLADS_IDA) · Angomcha Bimol Akoijam (INNER MANIPUR)
Purchase of sanitary pad vending machine and incinerators for schools and colleges
Overall risk score
30/100
Blended from the five components below, each weighted as shown.
Risk components
Cost42
Delay0
Duplication0
Agency100
Compliance30
Sanctioned
₹15.00 L
Delay
0d
Cost deviation
—
Fewer than 8 comparable works in this district and sector
Work status
Completed
AI powered · gemini-flash-liteWhy was this flagged?
- Completed work has no photographic documentation on recordStated compliance rule
- 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)
- 76% of this agency's ₹44,986,090 spend went to one vendor (Murphy Thumrah), across 3 vendors and 33 transactionsStatistics · Herfindahl-Hirschman index
Decision trail
Nobody has recorded a decision on this work yet.

