Welcome to Sigilweaver
The visual data pipeline platform you always wished existed.
Sigilweaver is both a desktop application for building visual data workflows and a self-hostable platform for collaboration and organization. Design pipelines by dragging tools onto an infinite canvas, wire them together, and watch your data flow.
Sigilweaver is currently in Private Beta. The codebase is not yet public, but binaries and documentation are published to test the distribution pipeline and gather feedback. Expect rough edges, breaking changes, and evolving APIs. See the Roadmap and Development History for progress and what's coming.
The Platform
| Component | What It Does |
|---|---|
| Studio | Desktop app for visual workflow design |
| Server | Execution engine powered by Polars |
| Hub | Orchestration platform for teams and automation |
Use Studio + Server for single-user local development. Add Hub when you need centralized storage, scheduling, or team collaboration.
Why Sigilweaver?
- Visual clarity: See your entire pipeline at a glance - branches, joins, transformations laid out spatially
- Full power: Backed by Polars - lazy evaluation, blazing speed, production-ready performance
- No row limits: Process what your hardware can handle, not what a SaaS vendor allows
- Self-hosting first: Your data never leaves your infrastructure
Find What You Need
| Goal | Go here |
|---|---|
| Download and start using Sigilweaver | Downloads |
| Learn how to build workflows | User Guide |
| Understand the architecture | Architecture |
| Contribute to the project | Contributing |
| Coming from Alteryx or KNIME? | Crash Courses |
Open Source and Licensing
Sigilweaver is AGPL-3.0 licensed. The entire suite is completely free for all users. No hidden costs, no premium tiers, no feature gates.
A commercial license is available exclusively for organizations that cannot use AGPL-licensed software due to legal or corporate policy constraints. The commercial license grants the same functionality under different terms—it does not unlock additional features.
- Website: sigilweaver.app
- GitHub: Coming with v1.0 public release