Quality.Wurk
"Trust your data. Prep for agents."
The premier desktop ecosystem designed for hyper-fast, offline-friendly data pipeline observability. Built as the direct companion application to Wurk.Flow, it systematically introspects, validates, and standardizes physical data sources so that upstream AI agents operate on purely vetted contracts.
Core Value Pillars
Sophisticated, brutalist aesthetics. Drop the convoluted corporate grays. Minimal UI clutter guarantees analysts are focused entirely on rule formulation.
Unified Pipeline Ingestion
Instantly hook up any local data topology into a strictly governed UI.
- Instant Drop-Zones: CSV, JSON, Parquet
- Relational Sync: Postgres, Snowflake...
- DuckDB WASM: Zero cloud limits
High-Fidelity Profiling
Don't write manual query checks. Analyzes the shape of massive datasets entirely under the hood.
- Parses rows, nullity, distincts
- Overall Quality Scores
- Built-in Anomaly Detection
Agentic Rules Engine
Provide exact contractual boundaries for LLM ingestions seamlessly.
- Regex, Custom SQL, Enum Limits
- Visual Validation Arrays
- Custom Telemetry Attachments
Project Dashboards
Stop hunting broken cells in spreadsheets. Understand overall data architecture visually.
- Global Assessment Trackers
- Aggregated Anomalies HUD
- Live Failure Event Maps
Native Rehydration
Advanced memory persistence ensures a purely offline framework works realistically.
- 'Lazy Rehydration' Mechanics
- .DQR Cache Exporting
- Instant Memory Recovery
AI Contract Generators
Tying the bow for the WurkHaus ecosystem dynamically via pure schemas.
- JSON/YAML Agent Definitions
- Zero-Code Telemetry
- Full HTML Reporting Outputs
Select Licensing
Free
For Local Files
- DQ Dashboard
- CSV, JSON, PARQUET Profiling
- DQ Rules Engine
$99/yr
For Data Engineers
- BYOAI for Generating SQL and REGEX Rules
- Connections to Live Databases
- Exporting Data Contracts for Agents
- HTML Report Generating
Deploy Observability
Zero cloud hooks required.
macOS
Apple Silicon & Intel
Universal binary compiled down for extreme performance on Apple hardware grids.
Windows
x64 Architecture
Native standalone installer. Pre-configured environment variables for seamless deployment.
Linux
AppImage Executable
Distribution agnostic. Run anywhere without installing heavy system dependencies.