> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs.instabase.com/automate/running/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.instabase.com/_mcp/server. # Running and deploying apps > Run apps on-demand, or automate them with app deployments. AI Hub provides flexible options for running apps, from on-demand processing to fully automated production deployments that integrate with your business systems and workflows. ## How running and deploying works [Running apps](/automate/app-use) -- Execute apps on-demand to process documents immediately. Perfect for ad-hoc processing, testing with new documents, or situations where you need quick results. Requires tester permissions or higher. [Deploying apps](/automate/deployments) -- Set up automated, scalable processing workflows that connect to your business systems. App deployments handle scheduling, integration, human review, and data retention automatically. Requires developer permissions or higher. [Monitoring deployments](/automate/monitoring-deployments) -- Track performance, review metrics, and maintain operational visibility into your automated document processing workflows. Requires review manager permissions or higher. > Run apps on-demand, or automate them with app deployments. ## Docs - [Running apps](https://docs.instabase.com/automate/app-use.md): After creating an app, you can run it on-demand, share it, and manage access across your organization. - [Deploying apps](https://docs.instabase.com/automate/deployments.md): Deploy apps to transform them into production-scale, automated workflows. - [Monitoring deployments](https://docs.instabase.com/automate/monitoring-deployments.md): Deployment metrics give you insight into deployment and human review efficiency.