installation of Tower Lights
Street Lighting
Haryana / PANIPAT — PANIPAT(DC CUM NODAL OFFICER MPLADS) · Manohar Lal (KARNAL)
Overall risk score
52/100
Blended from the five components below, each weighted as shown.
Risk components
Cost77
Delay100
Duplication0
Agency52
Compliance0
Sanctioned
₹48.71 L
Delay
211d
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)
- 211 days beyond expected completionPublished dates
- Implementing agency has a 52% delay rate across its projectsStated compliance rule
Decision trail
Nobody has recorded a decision on this work yet.