
Fire Extinguisher Inspection Using AR + AI Vision
Case Overview
Industry: Manufacturing
Solution: META-aivi
A manufacturer operating multiple large-scale factory sites implemented META-aivi to automate fire extinguisher component verification and digitize inspection reporting. The system reduced inspection time by 60% while enabling real-time identification of missing components.

The Case
Fire Extinguisher Safety Inspections Across Manufacturing Facilities
A manufacturer operating several large-scale factory sites was required to conduct daily fire extinguisher inspections to comply with local fire safety regulations.
Inspectors needed to verify the condition of extinguishers distributed throughout the facilities and maintain records demonstrating that the required inspections had been completed.
The Challenge
Time-Consuming Manual Fire Extinguisher Inspections
The customer relied on manual inspections and individual reporting forms to verify fire extinguishers across its facilities. With a large number of units requiring daily inspection, the process took several hours to complete.
The customer also needed to confirm that all required inspections had been performed and properly documented. Missing or faulty fire extinguisher components presented safety and compliance risks, including potential fines from local regulatory authorities.
The customer sought a method to reduce inspection time, identify missing components, and maintain reliable records for regulatory review.
The Solution
AI-Based Fire Extinguisher Inspection with META-aivi
The customer implemented META-aivi, an AR + AI vision system, to automate visual component verification and digitize inspection reporting.
An AI model was developed to recognize different types of fire extinguishers and their components. During inspections, META-aivi identifies missing components and alerts operators in real time.
The system also transfers inspection information directly to the customer’s existing system, creating digital records that document completed inspections and support regulatory review.
Fire Extinguisher Component Verification
META-aivi uses AI vision to identify fire extinguisher components and detect missing parts during routine inspections. Operators receive real-time notifications when the system identifies a missing component.
Inspection information is transferred to the customer’s system, providing a digital record of completed inspections.