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Welcome to Sigilweaver Loom

The visual data pipeline platform you always wished existed.

Sigilweaver Loom 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.

The Platform

ComponentWhat It Does
StudioDesktop app for visual workflow design
ServerExecution engine powered by Polars
HubOrchestration 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 Loom?

  • 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

GoalGo here
Download and start using Sigilweaver LoomDownloads
Learn how to build workflowsUser Guide
Understand the architectureArchitecture
Contribute to the projectContributing

Open Source and Licensing

Sigilweaver Loom is AGPL-3.0 licensed. The entire suite is completely free for all users. No hidden costs, no premium tiers, no feature gates.