80% Reduced Manual Review with AI-Automated Dealership Quality Checks
Client Overview
Prakash Software Solutions Pvt. Ltd. (PSSPL) collaborated with an automobile dealerships and service provider to revolutionize the way it analyzes the videos taken during inspections at its various service centers. The company required a solution that would eliminate the existing inefficiencies involved in reviewing video recordings manually.
In automotive retail, inspection videos serve as critical evidence for liability protection, vehicle resale accuracy, and customer dispute resolution โ making quality and consistency non-negotiable.
PSSPL developed VQS (Video Quality Scoring), an automated system powered by artificial intelligence that enables management to enforce consistency in review, minimize delays, and ensure that each inspection is conducted systematically. The system enabled easy monitoring and reporting through automated analysis and ensured 80% reduction in review efforts.
Industry
Automotive Retail & Service
Company size
Enterprise
Location
United States
Project Duration
16 Weeks
Services Provided
- AI video analysis pipeline for automated walkaround inspection review
- Audio and transcript analysis of technician voice notes (OpenAI Whisper)
- Automated video quality scoring engine
- Real-time manager dashboard with inspection status tracking
- Standardized reporting and audit module
- Multi-site cloud architecture and full rollout across 200+ centers
Technologies Used
Frontend
React 18
Backend
NestJS, Python
Cloud & Infrastructure
AWS, Redis, BullMQ
AI & Data Processing
Snowflake, OpenAI Whisper, OpenCV
The Challenge
The dealer was already doing great work in terms of having an effective inspection procedure in place, as each technician would start taping as soon as the car came in for servicing. The problem was at the stage of review, when the procedure became very time-consuming.
Given that the company operated through some 200+ service centers across the United States and processed over 10,000 vehicles per day, a more efficient method of reviewing the recordings was needed.
Some of the major challenges included:
- The regional managers devoted many hours every day to watching numerous walkaround videos.
- The manual inspection process slowed down the entire process.
- Background noise in the videos created a difficult environment for manual inspection.
- There was no accurate way to guarantee that the process was correctly followed by the technicians.
- Quality assurance had to be scalable.
Project Highlights
โOur goal was never to change how the dealership inspected vehicles โ that already worked. We focused on automating the review phase so VQS checks every video in the background, scores it, and flags only what needs a human intervention. That lets managers stop watching routine footage and spend their time where it actually matters.โ
Manish Langa
AI Practice Head, PSSPL
How PSSPL Helped
Our AI engineering team designed VQS, an automated quality-assurance platform for the dealershipโs inspection videos. It reviews each video automatically and tells managers whether it meets the required standard.
VQS replaces manual review with an automated system that analyzes each video, listens to the technicianโs voice notes, and verifies that the essential details are present. It then generates a video quality score and stores it in a dashboard managers can access instantly to see which inspections were completed correctly and which need attention.
The platform was built to handle high video volumes without slowing the review process. Managers see progress in real time and focus only on videos that require human review. PSSPL supported the full journey โ from planning and design through delivery and complete rollout โ to guarantee accurate, simple day-to-day use.
Key Features Delivered
We enhanced the video inspection process with the following key capabilities, so that video inspection was not a hassle for the managers, rather a solution to streamline consistent reviews in all dealership centers:
Automatic review of inspection videos
VQS checks every walkaround video the moment itโs uploaded, confirming the full vehicle was recorded and all key areas are clearly captured โ so managers review only the videos that genuinely need attention.
Technician voice-note analysis
The system listens to the technicianโs commentary during the walkaround and verifies that key issues, damages, and areas of concern were called out, enforcing a consistent communication standard across all centers.
Live progress updates for managers
A simple dashboard shows the real-time status of every video โ complete, in progress, or flagged for review โ reducing guesswork and speeding decisions.
Standardized reports for audits
Each inspection generates an easy-to-read report with its quality score and key findings, downloadable and shareable for internal reviews and external audits.
Insights across all service centers
With every inspection stored and scored, the client can compare performance trends across centers โ spotting top performers, training needs, and quality improvement over time.
Key Business Outcomes of VQS Designed by PSSPL
80% reduction in manual review time
Managers no longer spend hours reviewing routine inspection videos โ VQS handles the first pass automatically, freeing teams to focus on exceptions that affect vehicle quality, customer trust, and compliance.
10,000+ daily inspections reviewed at scale
The platform processes the dealershipโs full daily video volume without slowing the inspection workflow.
Consistent quality checks across 200+ centers
Every video is scored against the same parameters regardless of location, removing reviewer-to-reviewer variation.
Stronger audit & compliance control
Every review and score is stored in a single dashboard, making internal reviews and external audits fast and reliable.
Improved real-time visibility for managers
Managers know about real-time inspection status and can act swiftly to avoid any delay.
Continuous improvement through the network
Comparison of performance results between centers will reveal best performing centers and areas for training.
Transforming Dealership Inspection Quality with AI
Are you experiencing delays in reviews and other related issues due to the manual review process?
PSSPL’s AI engineers have built and deployed inspection automation across enterprise dealership networks. If manual review is slowing your operations, we’ll show you exactly how VQS can work for your centers.
Transform your inspection and quality-check process with intelligent automation today. Contact us now.
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