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AI Development
How Our AI Solution Helped a Mechanical Service Business Reduce Tool Loss & Improve Efficiency
Faster Development
Cost Reduction
Code Ownership
Process Automation
Our client operates in the mechanical service industry, where technicians rely on specialized tools transported in designated trolleys. Each trolley contains multiple trays with pre-arranged toolsets required for on-site service tasks.
However, missing or misplaced tools were a frequent issue, leading to service delays, dissatisfied customers, and financial losses.
The client needed a smart, AI automated solution to verify tool availability before technicians left for service calls, ensuring efficiency and accountability.
The client faced several key challenges:
Technicians often forgot to check tool availability before leaving.
Missing tools led to delays, job cancellations, and dissatisfied customers.
Without accountability measures, it was difficult to determine who was responsible for missing tools.
To solve these issues, the client needed an AI-powered tool verification system that could automate tracking, reduce errors, and enhance service efficiency.
We developed a Custom AI-Powered Computer Vision Mobile App that scans tool trays before technicians leave, ensuring all tools are accounted for. The AI system uses pre-trained machine learning models to detect missing tools in real time.
The AI-powered solution delivered significant improvements for the client:
Technicians consistently had the correct tools before leaving for service calls, minimizing last-minute delays, reducing unnecessary downtime, and ensuring that every job could be completed without interruptions or inefficiencies.
Employees became more responsible for tool tracking and inventory management as the AI system logged every interaction, increasing transparency, reducing tool loss, and fostering a culture of accuracy and accountability within the workforce.
AI-powered automation significantly reduced service delays by ensuring all required tools were accounted for, allowing technicians to complete tasks more efficiently and improving overall customer satisfaction with timely service delivery.
The system generated detailed reports that helped managers analyze tool usage patterns, identify inefficiencies, improve inventory control, and optimize workforce efficiency by making data-driven decisions for long-term operational improvements.
Detects and classifies tools in real time.
Custom-trained for precise tool detection.
Allows seamless scanning and tracking.
Provides real-time insights and analytics.
We integrated AI-powered computer vision to build an intelligent inventory tracking system that enhances accountability, prevents tool loss, and improves operational efficiency for service businesses.
Ensured technicians always had the right tools before deployment.
Created a transparent, trackable system for tool usage and management.
Reduced delays, minimized losses, and streamlined service operations.
Client Satisfaction
Enterprise Clients
Development Time Saved
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