/Azure-Solution-Accelerator-Customer-Complaint-Management

Solution accelerator for Customer Complaint Management

Primary LanguageJupyter NotebookMIT LicenseMIT

page_type languages products
sample
python
azure-synapse-analytics
azure-machine-learning

Azure-Solution-Accelerator-Customer-Complaint-Management

Customer Complaint Management Solution Accelerator

Responding to customer complaints and resolving them quickly is very important to improve the customer satisfaction and retention.

How can organization respond to these complaints coming through different traditional and modern feedback channels?

  • Azure Synapse Analytics can help bring all customer data, interactions data and complaints data into a unified data platform
  • AI powered text classification can help classify the complaints into the right category and route them to support team for faster resolution
  • Power App can help the support team access their complaint queue and respond quickly

This solution accelerator helps developers with all the resources needed to build an end-to-end customer complaint management solution.

Prerequisites

To use this solution accelerator, you will need access to an Azure subscription. While not required, a prior understanding of Azure Synapse Analytics, Azure Machine Learning, Azure Logic Apps, Power Apps and Azure Functions will be helpful.

For additional training and support, please see:

  1. Azure Synapse Analytics
  2. Azure Machine Learning
  3. Azure Logic Apps
  4. Power Apps
  5. Azure Functions

Getting Started

Start by deploying the required resources to Azure. The button below will deploy Azure Synapse Analytics, Azure Machine Learning and its related resources:

Deploy to Azure

Deployment Guide

Please follow the Deployment Guide to upload the data, run notebooks and configure the Power App.

Architecture

The architecture diagram below details what you will be building for this Solution Accelerator.

Customer Complaint Management Architecture Diagram

Customer Complaint Dashboard

Customer Complaint Management Dashboard

Customer Complaint Management Dashboard Resolved

License

MIT License

Copyright (c) Microsoft Corporation.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

Data Collection

The software may collect information about you and your use of the software and send it to Microsoft. Microsoft may use this information to provide services and improve our products and services. You may turn off the telemetry as described in the repository. There are also some features in the software that may enable you and Microsoft to collect data from users of your applications. If you use these features, you must comply with applicable law, including providing appropriate notices to users of your applications together with a copy of Microsoft's privacy statement. Our privacy statement is located at https://go.microsoft.com/fwlink/?LinkID=824704. You can learn more about data collection and use in the help documentation and our privacy statement. Your use of the software operates as your consent to these practices.