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VOL. I · EST. 11.2025 
SatyaDheesh
सत्याधीश
India's Ground Truth Record
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IRCTC reinforces its AI monitoring system to ensure hygiene and quality of food in trains

GS3Economy · S&T · Environment · Security· Infrastructure (energy, ports, roads, railways)· Prelims + Mains·

Why in news

IRCTC expanded its AI-based food hygiene monitoring system to over 800 kitchens to detect unhygienic practices and ensure food quality in trains.

Background

The system utilizes 2,394 cameras to monitor nine factors, including hairnet compliance and rodent presence. It generates approximately 350 alerts daily, with the highest number of violations recorded in the North Zone.

Facts for Prelims

  • BodyIRCTC: Indian Railways Catering and Tourism Corporation
  • FactThe AI monitoring system covers over 800 kitchens
  • FactThe system uses 2,394 cameras to monitor food hygiene
  • FactThe system generates around 350 alerts daily

For Mains

Q. Discuss how the integration of Artificial Intelligence in public service delivery can enhance accountability and quality standards in large-scale infrastructure like Indian Railways.

Dimensions to cover in your answer

  • Algorithmic accuracy: Addressing the challenge of false positives in automated surveillance systems
  • Regulatory oversight: Balancing automated monitoring with manual inspections and punitive measures for non-compliance

Keywords: Public Accountability · Technological Intervention · Quality Assurance · Automated Surveillance · Service Delivery

Read the full news →Source: Indian Express ↗Also: GS3 · IT, AI, semiconductors & computing

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This note is generated automatically from SatyaDheesh's news feed and mapped to the UPSC CSE syllabus. Check facts against the original report or PIB before using them in an answer.