Quality Checks
Quality checks are embedded in imports, revisions, duplicate guards, filters, and operational review flows rather than surfaced as one separate quality cockpit.
System Preview
Workflow Engine
Automating processes and streamlining data management in real-time.
How it works in the app
Data quality is implemented as embedded controls rather than one separate quality center. Import previews, typed custom field storage, structured entities, duplicate guards, and revision history are the strongest quality mechanisms already in code.
I did not find a centralized completeness-score engine or broad enrichment hub, so those feature labels are best explained through the narrower but real controls that exist today.
Included in the current implementation
Preview-first imports
Typed field storage
Duplicate guards in several modules
Revision-backed cleanup visibility
Need better data quality without pretending every governance widget already exists?
The current app already enforces structure, previews changes, and exposes duplicates or history through real operational flows.