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Data Reply has developed a framework based on Deep Learning techniques, Data Mining and Natural Language Processing capable of classifying input data, such as the photos taken by appraisers and the repair data recorded by car repair shops.
The identification and classification of car damages is a manual and costly process for any business to manage, incurring substantial operational and employee costs.
Given the tedious nature of this task, it is difficult to avoid human error, resulting in a significant impact on the bottom line in terms of missed potential revenue and risking customer retention. As a result, automating this process using our accelerator mitigates this problem.
Market trends suggest that customers are now demanding and expecting faster time-to-market, and a better-customised experience. Our accelerator offers a high level of flexibility allowing adaption to your use case respective to your business requirements.
Data Reply is an AWS premier partner, working towards developing scalable solutions to accelerate time-to-market for our customers. Our team of AWS-centric Computer Vision experts have enabled the automation of Damage Recognition via images targeted towards companies that manage a fleet of vehicles like Car Rentals & Subscription providers, automotive insurance and logistic companies in improving productivity, reducing costs and enhancing customer experience.
The preliminary component of our plug-and-play accelerator is an image quality check gate which is followed by a detection module identifying scratches, dents and stone chips with a confidence interval; with results visible through a dashboard with human-in-the-loop. The solution will be deployed in your own AWS infrastructure giving you complete visibility and control to tweak, modify and scale as per your own usage and business requirements. Our expert data scientists and data engineers will support embedding our accelerator into your workflow and enterprise tools, coupled with realising a long-term plan for increasing the capabilities and features within.
Discover the unparalleled advantages of our innovative solutions, designed to drive efficiency and growth in your business. Our offerings are tailored to meet the unique needs of each client, ensuring optimal performance and maximum return on investment. With a focus on cutting-edge technology and strategic insights, we empower businesses to stay ahead of the competition and achieve their goals with confidence.
Data Reply collaborates closely with clients to tailor solutions that meet their unique needs and constraints. By identifying key performance indicators (KPIs) that clients aim to maximize or optimize, Data Reply employs an agile methodology to deliver targeted business value.
The journey begins with a proof-of-value demonstration using the Car Damage Recognition accelerator, executed within a 6-8 week timeframe. This is followed by a comprehensive roadmap designed to enhance, industrialize, and scale the solution, ultimately realizing full business benefits and outcomes.
Watch how our accelerator showcases the ease and speed with which you can identify and classify damages with your input image
Car Damage Recognition & Reimbursement Estimation for Insurance
The client sought innovative solutions to accurately identify and classify car damages, aiming to enhance repair cost estimations. Leveraging our advanced accelerator, the client experienced significant business benefits, including an improved customer experience, cost reductions through real-time reimbursement estimations, and expedited claims processing.
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