AI-Driven Vehicle Inspection Platform
Techling partnered with Chex AI to revolutionize its vehicle inspection processes, delivering a suite of AI-driven solutions. These systems automated inspections, enhanced user experience, and addressed critical inefficiencies in their operations. From a complete revamp of their initial project to the development of advanced tools like an AI-powered vehicle inspection system, rideshare solutions, and mobile apps, Techling’s innovations have positioned Chex AI as a leader in vehicle inspection technology.
Problems
Chex AI initially engaged another company to develop its inspection system. Unfortunately, the project failed to meet their expectations due to:
Poor Development:
The application was not developed to the desired standards, resulting in a suboptimal and unreliable product.
Limited Functionality:
The platform lacked features critical to efficient vehicle inspections, including seamless workflows and user-friendly interfaces.
Scalability Issues:
As demand grew, the existing system failed to handle the increased volume, causing delays and dissatisfaction among users.
The absence of dedicated solutions for specific inspection scenarios, such as rideshare vehicles and delivery vans, compounded these issues.
Solutions
Techling stepped in to overhaul Chex AI’s system completely, implementing the following solutions:
Revamping the Application:
Techling re-engineered the entire application, replacing the faulty system with a robust, scalable, and feature-rich platform. This transformation laid the foundation for a smoother, more reliable user experience.
AI-Powered Dashboards:
A new, custom dashboard was developed to centralize Chex AI’s operations, providing real-time insights, enhanced control, and streamlined workflows for vehicle inspections.
Chex AI Vehicle Inspection Solution:
Recognizing the annual requirement in the U.S. for vehicles to pass inspections and submit certificates to third-party companies, Techling developed a rideshare module tailored for Chex AI. This solution enabled fleet companies and taxi drivers to conduct seamless inspections.
-
- Initially adopted by a few companies, the solution quickly gained traction, with more organizations joining.
- The rideshare service became instrumental in resolving drivers’ issues, ensuring compliance with inspection requirements.
DSP Rideshare Solution for Delivery Vans:
Techling developed another groundbreaking solution for delivery van inspections. The AI system:
-
- Detects dents and damages when drivers pick up vans in the morning, highlighting the exact affected areas.
- Currently used by 7–8 companies, with rapid adoption across the industry.
Mobile App Development:
- To expand accessibility, Techling developed a mobile application for Chex AI, allowing drivers and fleet managers to conduct and monitor inspections from their devices. The app featured a highly intuitive interface, making the process user-friendly and smooth for taxi drivers, fleet companies, and delivery personnel.
AI Integration:
Techling integrated advanced AI algorithms into all solutions, automating:
-
- Image verification for inspection accuracy.
- Video analysis to detect operational issues like light and indicator malfunctions.
- Damage detection using segmentation techniques, pinpointing dents and scratches.
Features & Benefits
Revamped Efficiency:
The re-engineered application eliminated previous system flaws, offering unmatched performance and reliability.
User-Friendly Design:
Intuitive dashboards and mobile apps simplified the inspection process, reducing user errors and increasing satisfaction.
AI-Powered Automation:
Automation across inspections saved time and minimized manual intervention.
Scalability:
The new system easily scaled to accommodate growing adoption, enabling Chex AI to onboard more companies seamlessly.
Focus on Business Growth:
Entrepreneurs can dedicate time to building their brands and expanding product portfolios while Techling handles operational complexities.
Industry Adoption:
The solutions were rapidly embraced by taxi drivers, fleet companies, and delivery services, with significant growth in user base.
Cost-Effective Compliance:
By automating annual inspections and certification, Chex AI reduced operational costs and driver inconveniences.
Tech Stack
| Layer / Component | Technology / Tools | Purpose |
|---|---|---|
| Object Detection | YOLO (You Only Look Once) | Perform real-time object detection with high accuracy and low latency. |
| Programming Language | Python | Core language used for model development, APIs, and data processing. |
| Frameworks | PyTorch, TensorFlow, FastAPI | Train deep learning models and expose them via high-performance APIs. |
| Cloud Services | AWS | Host applications, manage infrastructure, and scale AI workloads. |
| Hardware | GPU Servers | Accelerate model training and inference for computer vision tasks. |
| Mobile Platforms | iOS and Android | Deploy AI-powered features directly to mobile applications. |
