Stop Writing
Boilerplate.
Map Your
Reality.
Wurk.Flow is a brutally engineered, desktop-native Data Architecture IDE. Drag-and-drop schemas, sync native dbt core pipelines, and reverse-engineer production databases instantly.
The Ultimate Data IDE
We built the tool we desperately needed. Total physical diagramming crossed with deep repository integration. No more blind queries. No more stale diagrams.
Native dbt Core Sync
Import entire dbt projects. We automatically parse `ref()` macros and utilize dynamic AST inference to pre-populate column schemas directly from your inner select projections before `.yml` files even exist.
Source-to-Target Map
Drag live introspected tables onto the canvas. Visually trace active lineage pipelines connecting specific upstream source columns straight into your downstream modeling targets.
Live Schema Drifter
Connect to Postgres, Snowflake, BigQuery, or SQL Server. We continuously compare your architectural map against the live DB, highlighting drift and auto-generating robust ALTER migration scripts.
One-Click Macros
Need a Hub and Satellite model? Right-click any 3NF table and our Data Vault 2.0 generator handles it. Inject soft-deletes, surrogate keys, or enforce snake_case recursively in a single click.
Omni-Channel AI
Securely use Local Ollama, OpenAI, or Gemini to crawl your complex, undocumented cross-coupled schemas and reverse-engineer pristine business logic glossaries mapping exactly what your data does.
WASM Sandbox & Git
Drag CSVs into the editor to instantly mount an embedded DuckDB query interface. When your modeling limits push boundaries, everything is saved securely via our Native Git UI.
Offline Air-Gapped Security
We do not phone a cloud server. Wurk.Flow runs securely on your hardware. Calculate cryptographic machine signatures locally for strictly constrained FinTech and Healthcare environments where data privacy is legally mandated.
Quality.Wurk
Trust your data. Prep for agents. The premier desktop ecosystem designed for hyper-fast, offline-friendly data pipeline observability.
Explore Quality.WurkHigh-Fidelity Profiling
Analyzes massive datasets under the hood. Parses row counts, distinct rates, nullity, and deploys built-in Anomaly Detection automatically.
Agentic Rules Engine
Provide exact contractual boundaries for LLMs. Easily generate constraint logic and rule output grids to continuously validate schemas.
Telemetry Dashboards
Stop hunting for broken cells. Automatically ingest a unified matrix of overall table health and aggregated anomaly tracking instantly.
Stop Guessing.
Start Mapping.
The ultimate weapon for Data Architects and Engineers handling massive enterprise systems.
Deploy to your Local MachineBeyond
The Tooling
We don't just build the software; we deploy the frameworks. Wurk.Haus offers elite, hands-on consulting to operationalize data governance inside massive organizations.
Open Metadata Rollouts
Implement and scale Open Metadata structures for extensive corporate domains.
Governance Strategy
Create unshakeable governance programs blending automated rules with human stewardship.