Purchase of 36+D School Bus for Govt. UPS Karthikappalli (Ta
Education
Kerala / ALAPPUZHA — ALAPPUZHA(DISTRICT COLLECTOR ALAPPUZHA_IDA) · Adv. A. M. Ariff (ALAPPUZHA)
Purchase of 36+D School Bus for Govt. UPS Karthikappalli (Tata School Bus)
Overall risk score
47/100
Blended from the five components below, each weighted as shown.
Risk components
Cost70
Delay100
Duplication0
Agency28
Compliance0
Sanctioned
₹26.00 L
Delay
546d
Cost deviation
33%
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)
- 546 days beyond expected completionPublished dates
Decision trail
Nobody has recorded a decision on this work yet.