Design, validate, & share data pipelines in minutes.
The visual flow studio for data engineers and system architects. Compose real cloud blueprints, simulate live flowing streams, and export interactive diagrams directly to your device.
Tailored for every data persona
Bridge the gap between design, engineering, and stakeholder alignment.
ETL & Streaming Pipelines
Map complex multi-stage DAGs, message buses, Kafka partitions, and warehouse sinks before writing a single line of SQL or Python.
- Explicit data lineage and SLA annotation
- Model partition keys and cluster boundaries
- Export directly to infrastructure documentation
Feature Store & Training Flows
Visually document feature store dependencies, batch/real-time inference paths, and model training feedback loops.
- Document input/output tensor shapes
- Annotate experiment graph versions
- Clarify feature transformations for reviews
Cloud Standards & Security
Standardize best-practice cloud architecture patterns across teams with reusable blueprints and enforced security boundaries.
- VPC and subnet isolation containers
- Enforce compliance and governance standards
- Share interactive architectures company-wide
Everything you need to blueprint data pipelines
Built specifically for modern data stacks, cloud infrastructure, and distributed architectures.
100+ Native Cloud Icons
Drag and drop authentic SVG assets for AWS, Azure, GCP, Snowflake, Databricks, Kafka, and dbt.
Local JSON Blueprints
Full offline persistence. Export and upload diagram files instantly to your local device with zero lock-in.
Curated Starter Blueprints
Hit the ground running with pre-wired architectures for Serverless, Real-time Lakehouse, and Decision trees.
Live Animated Flows
Simulate real-time streaming data, active message queues, and pipeline throughput with flowing dashed lines.
Zero-Lag GIF & Video Export
Export looping animated GIFs or record crisp 60 FPS hardware videos to embed in GitHub READMEs and docs.
Cluster Containers & Hierarchy
Group complex sub-systems inside resizable, colored boundary containers with parent-child cascade controls.
Universal support for your modern data stack
Native component icons and semantic connections designed to map multi-cloud architectures without friction.
AWS Ecosystem
S3, Lambda, Glue, Redshift, EMR
Google Cloud
BigQuery, Dataflow, Vertex AI, GCS
Microsoft Azure
Azure Synapse, Event Hubs, Data Factory
Snowflake & dbt
Data Lakehouse, Semantic Modeling
Kafka & Flink
Real-time Event Streaming & Messaging
Loved by engineers building modern data pipelines
See why data leaders choose DataFlow for architectural clarity.
“We completely eliminated diagram sprawl across Lucidchart and Miro. Standardizing on DataFlow gave us versioned, engineer-friendly blueprints.”
“Architecture reviews are now 10x faster. We export animated GIFs of our event streams directly into pull request descriptions for instant sign-offs.”
“Being able to save diagrams as plain JSON files and check them into git repositories is a game-changer. Total ownership with zero platform lock-in.”
Everything you need to know
Have more questions? Launch the studio to start experimenting immediately.