Quality Monitoring

Sometimes a workflow is still checking in on time but is producing too many failures to be considered healthy.

The problem

Timing-only monitoring says the process is alive. Operations still need to know when success rate has dropped to an unacceptable level.

Recommended design

• use a missed-action watch for timing
• include outcome in check-ins
• enable threshold monitoring
• set rules for both minimum success rate and consecutive failures when appropriate

Why this is valuable

It catches situations like:

• a performer is still running but producing too many exceptions
• an integration keeps retrying but mostly fails
• a run is technically active but operationally degraded

Good implementation choice

Per-item check-ins often provide the clearest quality signal because outcomes map directly to processed work units.