Welcome to The Microsoft AI Playbook – your ultimate guide to harnessing the power of AI within and beyond Microsoft's ecosystem. Whether you're leveraging Azure AI services, Microsoft 365 AI tools, or integrating third-party AI platforms, this repository delivers the tools, resources, and guidance you need to create innovative AI solutions.
- Comprehensive AI Resources: Everything from Azure OpenAI, Cognitive Services, and Microsoft Copilot to non-Microsoft AI integrations.
- Real-World Use Cases: Step-by-step guides, scripts, and tools for solving real problems.
- Unmatched Customization: Explore advanced AI setups and hybrid architectures that go beyond Microsoft’s standard offerings.
- Practical Insights: Tips, hacks, and best practices for ethical, scalable, and explainable AI.
| Category | Description | Key Resources |
|---|---|---|
| AI Resources | Guides and use cases for Azure AI, Cognitive Services, and Office AI | Azure OpenAI setup, Cognitive Services workflows |
| Prompts | Curated prompts for ChatGPT and Copilot to enhance AI workflows | ChatGPT prompts for Azure, Excel, Word, Teams |
| AI Automation | Scripts and workflows to automate tasks using AI-powered tools | PowerShell, Python, Power Automate templates |
| AI Monitoring | Tools and techniques for tracking AI performance and reliability | Azure Monitor, custom logging scripts |
| Integrations | AI-driven workflows across Microsoft and third-party platforms | Teams bots, Power Platform + AI integrations |
| Guides and Best Practices | Best practices for ethical AI, productivity, and scaling advanced AI solutions | Ethical AI practices, scaling workloads guides |
| Tools and Scripts | Prebuilt scripts for automation, monitoring, and advanced AI use cases | AI pipeline scripts, monitoring tools |
| Resources | Cheat sheets, case studies, and video tutorials to support learning | AI cheatsheets, case studies for AI implementation |
- AI Resources: Tutorials and workflows for Azure AI, Cognitive Services, and Office AI.
- Prompts: Ready-to-use prompts for ChatGPT and Copilot.
- AI Automation: Scripts and examples to automate repetitive tasks.
- AI Monitoring: Track and optimize AI model performance.
- Integrations: Seamless workflows across Microsoft and third-party tools.
- Azure Cognitive Services
Explore a wide range of AI services, including vision, speech, language, and decision-making tools to build intelligent applications. - Azure OpenAI Service
Leverage OpenAI's powerful models like GPT to integrate AI into your applications and workflows.
- Microsoft 365 Copilot
Discover how Microsoft 365 Copilot works within Office apps like Word, Excel, and PowerPoint to enhance productivity and collaboration.
- Power Platform AI Builder
Learn how to add AI capabilities to your Power Apps and Power Automate workflows using prebuilt and customizable models.
- Microsoft Security Copilot
See how AI can empower your security team to identify, analyze, and mitigate threats faster. - Microsoft Sentinel
Integrate AI-driven automation and analytics to enhance security monitoring and incident management. - Microsoft Defender
Explore Microsoft Defender's AI-powered capabilities for protecting devices, identities, and data against threats.
- SharePoint Copilot
Automate workflows, generate content, and enhance collaboration in SharePoint with AI-driven capabilities. - Copilot Studio
Build custom AI workflows and integrate Copilot features into your organization's unique needs. - Copilot in Viva Engage
Boost employee engagement, collaboration, and communication with AI-powered insights in Viva Engage.
- Hybrid AI Workflows: Combine Azure AI with OpenAI and other platforms for unique solutions.
- Advanced Copilot Prompts: Push Copilot to its limits with specialized prompts.
- AI for Everyone: Guides tailored for both technical and non-technical users.
Have insights, scripts, or use cases to share? We’d love your input! Check out our CONTRIBUTING.md guide for details on how to contribute.
This repository is licensed under MIT. Use, share, and modify as you like with attribution.
Start building smarter workflows and innovative solutions today with The Microsoft AI Playbook!