How a Chemical Manufacturer Improved Plant Safety With 63% Faster Violation Detection

AI Video Analytics Across a Chemical Manufacturing Facility

AI Video Analytics Across a Chemical Manufacturing Facility

A leading chemical manufacturer used Mikshi AI to improve plant safety, restricted zone monitoring, and operational visibility using existing CCTV infrastructure.

  • 63% faster detection of PPE and safety violations across hazardous production zones
  • Real-time alerts for unauthorized entry near chemical storage and reactor areas
  • 58% reduction in response time during fire, smoke, and spill incidents
  • Continuous monitoring of tanker loading and unloading operations
  • Faster identification of unsafe worker behavior near high-risk machinery

About the Facility

The chemical manufacturing facility operates:

  • Hazardous processing and storage zones
  • Tanker movement and loading bays
  • Multiple production units and utility areas
  • 24x7 workforce and plant operations

The Challenges
PPE & Safety Compliance

The facility struggled to continuously monitor helmet, gloves, mask, and other safety gear compliance across hazardous zones.

Restricted Zone Monitoring

Unauthorized movement near chemical storage, reactors, and utility areas created operational and safety risks.

Fire, Smoke & Spill Risks

The plant required faster detection of smoke, fire hazards, and chemical spill incidents across production areas.

Tanker & Vehicle Movement Visibility

Supervisors lacked real-time visibility into tanker movement, loading operations, and vehicle activity inside the facility.


Our Solution
Turn Existing CCTV Into Industrial Safety Intelligence

Mikshi AI deployed an intelligent Video Analytics platform on the facility’s existing CCTV setup without replacing cameras.

The deployment included:

  • PPE compliance monitoring
  • Restricted zone detection
  • Fire and smoke detection
  • Unsafe behavior detection
  • Tanker movement monitoring
  • Vehicle and workforce tracking
  • Real-time alerts and centralized dashboards

What Changed
Before Mikshi AI
  • Manual safety supervision
  • Reactive CCTV investigations
  • Delayed response to safety violations
  • Limited visibility across hazardous zones
After Mikshi AI
  • Real-time plant-wide safety visibility
  • Faster response to incidents and violations
  • Continuous monitoring across critical zones
  • Intelligent monitoring using existing cameras

Most chemical plants review incidents after they happen.

Mikshi AI helps you catch them in real time.

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