Solution Accelerators for Serverless Spark on GCP, the industry's first auto-scaling and serverless Spark as a service

• Updated May 3, 2024
• Python

Automate call transcriptions for real-time and previously recorded calls by using custom speech models, text analytics, and industry-specific natural language processing with the Microsoft Call Center Intelligence Accelerator.

• Updated Apr 27, 2023
• JavaScript

Showcase Azure platform’s machine learning capability to recognize document type, extract required fields and push data to downstream applications, significantly reducing manual efforts and creating smoother customer experience. with the Microsoft Intelligent Document Processing (Document Process Automation) Accelerator.

• Updated Apr 27, 2023
• CSS

Microsoft Insurance Claims Automation, powered by AI, handles claim processing through an intelligent agent with cognitive skills to handle image, ID, and documents with the goal to reduce claims processing time and manual effort in end-to-end claims processing for better customer experience.

• Updated Apr 27, 2023
• PowerShell

This solution accelerator provides a way to deploy a Microsoft Virtual Assistant without having to install all the developer tool dependencies. All you need is an Azure subscription!

• Updated Jul 14, 2021
• PowerShell

Microsoft, with partners MediaKind, Evertz Microsystems, and Lumen created Digital Experience Solution Accelerator that allows you to streamline end-to-end managed service for live events to deliver rich analytics for event measurement and feedback in a secure environment.

• Updated Apr 27, 2023

The Smart Spaces Accelerator can help you optimize your HVAC systems with smarter, more responsive, data-driven energy management. It integrates a variety of data, like historic and forecasted weather conditions, with your existing building management system (BMS) to provide reports and recommendations on energy use.

• Updated Apr 27, 2023
• C#

Predictive analytics and machine learning is used in the Risk Classification and Loan Modeling accelerator to estimate the optimal loan size that the SBA will approve for a given applicant which enables lending partners to process loan applications and make data-driven lending decisions quickly.

• Updated Apr 27, 2023
• Jupyter Notebook

Snowplow solution accelerator by OSO building a real-time viewer profile in DynamoDB leveraging Kafka

• Updated Jun 27, 2025
• Java

The ADX Patient Monitoring Accelerator uses Azure IoT Central Continuous Patient Monitoring application to generate telemetry readings for two IoT Consumer devices: automated knee brace and a vitals monitor patch. The generated data is automatically send to an Azure Event Hub and then send to an Azure Data Explorer for analysis.

• Updated Nov 10, 2022
• Shell

Azure Data Explorer can provide valuable insights into your IoT workloads. The ADX IoT Analytics Accelerator demo here looks at thermostat IoT Devices that are in 3 different office buildings.

• Updated Jan 3, 2023
• Shell

The Near Real-time Fraud and Compliance Analytics Accelerator simplifies the fraud detection and reporting process, cutting down the time to action to prevent fraud as well as enables near real-time dashboards and analytics for streaming data.

• Updated Nov 10, 2022
• Python

Snowplow solution accelerator by Evoura. Real-time user behavior analytics using Snowplow event tracking, processed by Apache Flink, and stored in Redis

• Updated Jul 2, 2025
• Java

A complete solution accelerator for deploying Model Context Protocol (MCP) servers on Azure Container Apps with one-command deployment using Azure Developer CLI.

• Updated Sep 8, 2025
• Bicep

Metadata-driven data quality rules engine for Microsoft Fabric + Purview. Multi-criteria rule matching, wildcard support, dynamic Spark SQL evaluation, severity scoring, and Purview DQ integration. Ships with a complete insurance industry example.

• Updated Apr 16, 2026
• Python

The Drug Therapy Risk Prediction Accelerator is an end-to-end analytics platform that predicts the likelihood of a patient to experience a fatal adverse event (death) after receiving drug therapy. It was created for COVID-19 drugs but can be used for other prescription drugs.

• Updated Nov 10, 2022
• Jupyter Notebook

A Knowledge Mining Solution Accelerator that extracts information and insights from CV and Resume documents, to enable searching and filtering through job applicants.

• Updated Apr 11, 2023

The Smart Receipts Scanning for Reward Programs Solution Accelerator is an easy-to-deploy solution, that creates an automated process of scanning receipts, extracts insights and information, approves or rejects receipts based on business rules, and consumes the outcome in one wholistic report.

• Updated Mar 1, 2022

Snowplow solution accelerator identifying anomalies in Snowplow event volumes. Google BigQuery only; Databricks and Snowflake coming soon

• Updated Mar 5, 2025
• Jupyter Notebook

End-to-end telecom fraud prevention on Databricks — data pipeline, AI/BI dashboards, and a 3-view analyst workbench (Executive, Management, Analyst) with Lakebase, Genie Spaces, and Foundation Model API.

• Updated Jun 12, 2026
• Python