Welcome to the official repository for the Agentic AI Hacks! The Agentic AI Hacks are a series of hands-on, scenario-driven hackathons designed to help developers, architects, and data scientists build intelligent, multi-agent systems using Microsoft’s Azure AI ecosystem. These events are part of a broader initiative to accelerate the skilling of Agentic AI solutions across key industries such as Financial Services and the Public Sector.
Each hackathon focuses on a specific business use case and guides participants through structured technical challenges that simulate real-world scenarios—enabling AI agents to automate complex workflows, enhance decision-making, ensure compliance and transparency—and providing self‑contained step-by-step challenges, sample code, and deployment assets for building production-grade AI agent workflows.
This repo centralises the challenge guides and code samples from each quarterly hack, starting with:
- 🧾 01-ClaimsProcessing (Q1)
- 🛡️ 02-Compliance&Audit (Q2)
Agentic AI Hacks are open to anyone passionate about building autonomous AI solutions and driving innovation across industries. Here’s how you can get involved:
- Register for upcoming hackathons: Visit the official registration page to sign up for events and receive updates on new challenges and workshops.
- Explore previous hack content: Review challenge folders, resources, and presentations to understand structure, use cases, and agent frameworks used in past hacks.
- Prepare your environment early: Ensure you have Azure subscription access, required regional model availability, and GitHub Codespaces or a local dev container ready.
- Join the discussion: Open issues tagged with
[question]or participate in community forums to share learnings and ask for guidance.
| Folder | Description |
|---|---|
01-ClaimsProcessing/ |
Build a multi-agent system to automate insurance claims workflows using Azure AI Foundry, Document Intelligence, and Semantic Kernel. |
02-Compliance&Audit/ |
Create intelligent compliance agents that parse regulations, monitor transactions, and generate audit trails using the Microsoft Agent Framework. |
Each folder contains:
- 📘
README.md– Scenario overview, learning objectives, and challenge index - 🧩
challenge-0/tochallenge-n/– Modular challenges with guides and code - 🛠️ Scripts and assets for deployment and testing
To get the most out of these hacks, you’ll need:
To successfully complete this hackathon, you will need the following:
- GitHub account to access the repository and run GitHub Codespaces and Github Copilot.
- Be familiar with Python programming, including handling JSON data and making API calls.
- Be familiar with Generative AI Solutions and Azure AI Services.
- An active Azure subscription, with Owner or Contributor rights.
- Ability to provision resources in Sweden Central or another supported region.
-
Clone this repository
git clone https://github.com/microsoft/agenticaihacks.git cd agenticaihacks -
Navigate to the use case you want to explore
cd 01-ClaimsProcessing # or cd 02-Compliance\&Audit
-
Follow the instructions in the README.md and challenge folders
- https://aka.ms/AgentFramework
- https://aka.ms/azureaifoundry
- https://github.com/microsoft/semantic-kernel
- https://learn.microsoft.com/en-us/azure/ai-services/
We welcome contributions! Please read our ./CONTRIBUTING.md and ./CODE_OF_CONDUCT.md before submitting pull requests.