Solution Accelerators
Solution Accelerators are open-source projects hosted on GitHub holding repositories of resources and information that simplify and accelerate problem solving through the implementation of technology. We produce solution accelerators by identifying and developing best practices and other IP from real-world engagements with customers. We test each solution with our Field & Partners and fine-tune them prior to General Availability (GA).
In data mesh, each solution accelerator is a data product. One might be a recommendation engine, or a demand forecasting solution. Each solution accelerator is an end-to-end solution that contains code, notebook, and pipeline. Customers can use solution accelerators to quickly build data products and realize data's value.
Solution Accelerator Table
| Solution Accelerator | Technology Stack | Use Case | Link |
|---|---|---|---|
| Azure Customer Complaint Management | Azure Synapse Analytics, Azure Machine Learning, Azure AI Search, AKS, Power Apps | Build a solution that quickly brings customer complaints from various platforms to appropriate support agents for timely resolution | Public GitHub Repository |
| Azure NFT | Azure Cosmos DB, AKS, Container Registry, Azure Key Vault, Azure VM | Create enterprise-class digital assets | Public GitHub Repository |
| Azure Purview Custom Connector | Azure Synapse, Purview | Develop Purview custom connectors | Public GitHub Repository |
| Azure Purview Custom Types Tool | Azure Synapse, Purview | Create custom meta-models for Purview (used with Custom Connector) | Public GitHub Repository |
| Azure Purview Machine Learning Lineage | Azure Synapse, Purview, Azure Machine Learning | Improve Purview Machine Learning governance | Public GitHub Repository |
| Azure Solution Accelerator to Automate COVID-19 Vaccination Proof and Test Verification Forms | Form Recognizer, Power BI, Power Apps, Azure Cosmos DB, Azure Functions, Azure Synapse, Computer Vision, ADLS, Logic Apps | Automate the COVID-19 vaccination and test verification process | Public GitHub Repository |
| Azure Synapse Customer Insights Customer 360 | Azure Synapse, Customer Insights, ADLS, Power BI, Azure Machine Learning | Accelerate creation process of a unified customer 360 profile that can also segment at-risk customers | Public GitHub Repository |
| Azure Retail Recommender | Azure Synapse, ADLS, Azure Machine Learning, AKS, Azure Cosmos DB, Power BI | Build a retail recommender solution based on current and historical user data on an ecommerce platform | Public GitHub Repository |
| Commodity Price Prediction | Azure Synapse, Azure Machine Learning, AKS, Logic Apps, Power BI, Cognitive Services | Create commodity price predictions and identify anomalies in a time-series data | Public GitHub Repository |
| Containerized Store | Azure Custom Vision, Video Studio, VoTT | Build a smart, frictionless checkout prototype using Azure Custom Vision | Public GitHub Repository |
| Content Recommendations | Azure Synapse, ADLS, Power BI | Create personalized content recommendations based on user activity | Public GitHub Repository |
| Digital Documentation Shipping Industry | Azure Blockchain, Azure Cosmos DB, AKS, Container Registry | Build a fully distributed tokenized order process business application quickly | Public GitHub Repository |
| Financial Analytics Customer Revenue Growth Factor | Azure Synapse, ADLS, Azure Machine Learning, ACI, Power BI | Bring together data from different systems to quickly identify top factors for customer revenue growth | Public GitHub Repository |
| Knowledge Mining | AI Search, Azure Storage, Power BI | Quickly create an AI Search Solution within your data | Public GitHub Repository |
| Machine Learning Patient Risk Analyzer | Azure Synapse AML, Cognitive Services (TTS, Form Recognizer), PVA, PowerApps, AKS | Create a healthcare portal with patient risk analysis capabilities for providers and enhanced user experience for patients | Public GitHub Repository |
| Many Models (Demand Forecasting) | Azure Machine Learning, Power BI | Solve complex problems by training many machine learning models to make accurate predictions for multiple specific instances | Public GitHub Repository |
| Part Comparator | Azure Synapse, Azure Machine Learning, AKS, Logic Apps, Power BI | Quickly solve for supply chain issues through similarity matching that locates viable replacement parts | Public GitHub Repository |
| Tradable Digital Assets | Azure Blockchain, Azure Cosmos DB, AKS, Key Vault, Container Registry | Digitalize and exchange traditional assets, or store them in digital wallets | Public GitHub Repository |