AI Installation Verification Tool Development
Automate quality checks with a snap of a camera. Our team can build an AI installation verification tool designed for your use case.
AI-based installation verification enables automated, standardised checks of installation quality using a standard smartphone
Develop a system that automates installation verification and progress documentation. The tool performs automated quality checks and detects errors that often occur during manual verification. It helps manage installations that cannot always be inspected on-site, saves time spent on manual validation, and provides consistent documentation and evidence for customers. The system stores photos taken by contractors, performs image-based quality analysis, and records results for review.
Specify the type of installations you work with, and our specialist will create a tool that will be adapted to match your process.
How automated installation validation works?
The process requires only a camera that’s a built-in camera of a tablet or smartphone. Images are captured during installation and processed by a custom AI model that checks whether the installation meets quality standards. The information is sent back to your installer in a matter of seconds, enabling them to resolve the issue on the spot. Additionally the system stores the images for reporting and documentation, so you can track each installation step.
What does it take to build an AI Installation verification system?
The system is based on a custom algorithm trained on examples of correct and incorrect installations. If data collection is required, our experts can advise on how to prepare a representative dataset suitable for training (“golden dataset”). Once trained, the system can analyze new photos within seconds and provide immediate verification results.
In addition to the algorithm, supporting infrastructure is needed to make the system usable in the field. This includes image storage and management, a user-facing application for capturing and submitting photos, dashboards for reviewing and analysing installation data. The development process can be adapted to your specific requirements.
To ensure the system is tailored specifically to your process, each of our projects begins with workshops to map out the solution architecture, development process roadmap and calculate project investment level. Read our case study to find out how we enabled one of our customers to implement an AI validation tool smoothly through workshops.
Key features of an AI tool for validating installations
- Photo capture of installations
- Photo storage for documentation
- AI algorithm for quality assessment
- Data dashboard for insights
- Access control and permissions
Who can benefit from AI-powered photo validation?
Contractors
Build trust with clients through a transparent process and documented installations.
Installation crew
Your crew will complete and document the installation faster, according to your guidelines, and without any misunderstandings.
Installation team foremen
They will gain confidence that the installations have been carried out correctly and will collect quantitative data that will allow them to optimize the work of installers.
End-customer
Ensure your customer receives the best possible service and avoid negative reviews and losing customers by ensuring a proper installation.
Specify the type of installations you manage and our specialists will adapt the AI model to your process and standards.
The AI photo validation algorithm is flexible enough to be used in various industries
Telecommunications
Installers can verify fiber optic and network equipment installations with photo-based AI checks. Read case study: Automated Installation Checks with AI and Computer Vision that Achieved 90% Accuracy.
Construction
The validation system provides a complete view of project documentation while running automated quality checks on components and installations. Read case study: Optimized Processing for Construction Documentation.
Maintenance Services
AI confirms that work has been completed to standard and a dedicated system stores documentation of a before-and-after process.
Energy Sector
When paired with thermovision, the system monitors critical infrastructure installations with automated verification and reduce risks of failures.
Our clients achieve full traceability and reporting of their systems
The system is customized to the type of installations you manage and the quality rules your organization follows. Our specialists configure the AI model to align with your procedures and documentation needs.
Fill the form below. Tell us a bit about your company and the challenges you are facing. No need to go into details but this will provide our experts with background information allowing for a focused assessment.
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