Data flow diagram generator AI built for systems architects

Your existing architecture artifacts become the foundation for AI generation. Upload database schemas, add API documentation, or place service specifications directly on your Miro canvas. Our AI analyzes these contextual elements and generates data flow diagrams that intelligently connect to your established system components, creating seamless integration between existing documentation and new visual representations.

Generate diagrams that capture the depth system architects need. Describe ETL pipelines, microservice communication patterns, event-driven architectures, or multi-tier data processing workflows. Our AI understands database relationships, message queues, API gateways, data transformations, and service dependencies, creating technically accurate representations that engineering teams can actually implement from.

System requirements change constantly, but your documentation doesn't have to lag behind. Change your text descriptions, add new components to the canvas, or update existing architecture elements. The AI instantly regenerates updated flows that reflect your system changes, eliminating the bottleneck of manual diagram maintenance that typically delays architectural decision-making. Need to refine specific sections? Use AI Sidekicks to get targeted feedback on your data flow logic, optimize diagram clarity, or explore alternative architecture patterns without starting from scratch.

Every AI-generated diagram becomes living documentation that integrates seamlessly with your development workflow. Export to Confluence, embed in technical specifications, or use as the foundation for implementation planning. Your visual architecture stays synchronized with your actual system design, creating a reliable single source of truth.

Architecture design is never a solo effort. Once the AI generates your initial data flow diagrams, your entire technical team can collaborate simultaneously. Engineers add implementation details, architects refine system boundaries, product managers annotate business logic, and stakeholders provide feedback directly on the visual representation, all without version conflicts or communication delays.

Handle complex distributed systems with confidence. Our AI processes large-scale architectures including cloud-native deployments, hybrid data lakes, streaming analytics pipelines, and multi-region system topologies. Scale from simple API flows to comprehensive enterprise architecture documentation while maintaining technical accuracy and visual clarity. For multi-step architecture workflows, use Flows to chain AI actions together — generate initial system diagrams, refine specific components, add security annotations, and create deployment documentation in one automated sequence.