Data Files Staleness Monitor

[AnaSilva]

Data Files Staleness Monitor

IPC Global

The Data Files Staleness Monitor tracks the freshness of data files stored across a Qlik Cloud tenant, surfacing files that have not been updated within expected thresholds. Used by system administrators to proactively identify stale data before it impacts end users, the app provides a centralized view of file age across spaces and triggers automated alerts when critical staleness thresholds are breached.

Discoveries

Some of the discoveries from using this app include: data files that had gone stale for extended periods without anyone noticing, inconsistent reload cadences across spaces, and specific files that were frequently at risk of staleness — insights that were previously only surfaced reactively when end users reported outdated data.

Impact

The app eliminates the need for manual file freshness checks, giving administrators an always-current view of data health across the tenant. Automated critical-staleness alerts ensure that stale data is caught and addressed before it reaches end users.

Audience

Primary users are Qlik Cloud System Administrators responsible for data operations and reload management. The app is monitored on a regular basis as part of routine data quality oversight and is referenced immediately when automated staleness alerts are triggered across any Qlik Cloud environment.

Data and advanced analytics

The app sources metadata directly from the Qlik Cloud tenant API, capturing file timestamps and space assignments at each reload. Staleness classification logic evaluates file age against configurable thresholds, enabling administrators to prioritize remediation by severity and track freshness trends across spaces over time.

Data Files Staleness Monitor.qvf