Pattern awareness
Review engagement trends, workload context, and permitted review signals for notable changes.
05Lifecycle stage 05 of 05
Notice change before goodbye.
Identify meaningful changes in configured workforce patterns and route them to authorized people who can listen, understand, and act responsibly.
Offer acceptedAditi R.
Leave requestPending review
Review cycleStarts in 3 days
Retention signalNeeds attention
Live people signal
The promise
Early attention signals with context, not a label attached to an employee.
Bring engagement, workload, and review signals together so managers know where a conversation may help.
Explainable attention flags
Show which permitted patterns contributed to a flag so an authorized reviewer can assess it.
Scoped visibility
Limit sensitive signals to explicitly authorized HR and leadership roles.
Human-led response
Use flags to prompt a conversation, never to automate disciplinary or employment decisions.
What stays visible
Context people can inspect.
A necessary boundary
An attention flag is not a verdict.
HZBCare does not claim a universal attrition prediction accuracy. Model quality must be validated against the configured environment and reported with the data window, permitted signals, and limitations. Flags prompt authorized people to listen and understand. They never automate employment decisions.