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Purchase of two numbers of Force Trax Cruiser Road Ambulance

Roads & Paving

Puducherry / PUDUCHERRY — Puducherry(PROJECT DIRECTOR RDA PUDUCHERRY_IDA) · Ve Vaithilingam (Puducherry)

Purchase of two numbers of Force Trax Cruiser Road Ambulance (Non AC) for transport of patients of Public Health Centre, UT of Puducherry

Overall risk score
27/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost45
Delay0
Duplication52
Agency36
Compliance0
Sanctioned
₹25.32 L
Delay
0d
Cost deviation
30%
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)
  • 97% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #57925 (sentence-embedding similarity 0.97, 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)