Voice recognition system for insurance automating claims without direct agent interaction

Spryte Verified

Description

Region EU Client since 2019 Our client is an EU-based insurance company who provides insurance services to customers across the nation. Detailed information about the client cannot be disclosed under the provisions of the NDA.

Challenges

The leading brands in the world are now using voice recognition technology in nearly all of their operations. As customers want the same level of easiness and convenience in everything they do, insurance companies need to follow the lead. The continuously rising customer expectations are just one of many reasons why the insurance sector should be taking notice of this technology. Voice recognition can greatly ease the strain on insurance companies through greater security while keeping them competitive. Ineffective claims documentation is driving up costs quickly for insurance companies of all sizes. In fact, it’s getting harder and harder for field agents and adjusters to simply achieve claims quotas given that they spend up to 50% of their day typing reports and documentation. It is obvious why insurance companies have little time to concentrate on boosting sales and increasing market share. Voice technology offers the insurance sector new possibilities to actively connect with clients and to streamline the underwriting, servicing, and claims processes. A customer who purchases insurance must devote a significant amount of time to evaluating the circumstances, understanding the product they are purchasing, and completing the application or other paperwork. Many customers give up on the purchasing process when they have to spend a lot of time on it. For insurance websites, the typical sales conversion rate is between 10% and 15%. Thus, speech recognition systems make customers’ browsing and other actions simpler and faster. Voice recognition What is more, long manual data input forces companies to compromise the accuracy of records. Additionally, field agents struggle to balance their workload as a result of this time-consuming data entry, which results in lengthy hours, low morale, and a high turnover rate. In this digital era, it is crucial that they provide convenient and personalized on-demand solutions to customers. Our client was seeking a solution that would accelerate their daily work on insurance claims, provide additional functionality and improve overall customer experience while increasing the security of customer and business data.

Solution

Our engineering team has delivered a robust voice recognition solution that empowers claims agents to meet claims quotas more easily and accelerates the evaluation process. Our engineering team has created a smart AI-based voice recognition application which allows the company’s customers to use their voice to set the necessary parameters (object’s brand, production year, etc.) so that the system could calculate the price. After analyzing the voice data, the application displays an image of the object on the screen. The system analyzes the information and provides the object’s approximate insurance cost after the user confirms that the object was selected correctly. A company manager calls the customer to get more information and confirm the final price. As employees adopt the new technology and adjust to the new approach of dictation instead of typing, speech recognition helps companies automate workflows without impacting existing processes. Professional services can speed up and simplify the organization’s transition and increase user adoption rates through facilitating the change management process. In a typical claim workflow, the client first reports the claim and fills out the form. The claim processing system is then updated with the details of the claim examination. The claim manager then reviews the claim forms and refers it to the office for processing and payment if it is approved. In contrast to many off-the-shelf speech recognition solutions, we have developed an enterprise-ready application, complete with administration tools for managing large numbers of user requests.

Project Overview

The tech stacks

Python

Python

TensorFlow

TensorFlow

Keras

Keras

NLTK

NLTK

SciPy

SciPy

NumPy

NumPy

Pandas

Pandas

Domains

Insurance

Insurance

Project Types

Product Development

Product Development

Operating System

Operating System

GenAI

GenAI

Voice & Speech Solutions

Voice & Speech Solutions

AI Chatbots & Virtual Assistants

AI Chatbots & Virtual Assistants

Customer Service

Customer Service

Help-desk Implementation

Help-desk Implementation

Knowledge-base Development

Knowledge-base Development