Worker conducts a manual fire extinguisher inspection using a paper checklist to document safety checks.

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.

Fire extinguishers mounted along a warehouse wall in a manufacturing facility as part of routine fire safety inspection requirements.
Fire Extinguishers Installed in an Industrial Warehouse

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.

The Results

Reduced inspection time by 60% across the customer’s daily inspection process.
Enabled real-time identification of missing fire extinguisher components.
Digitized inspection records for documentation and regulatory review.

Application Video