Proactive Support

AI flags at-risk engineers or processes before issues escalate

Early intervention triggered by metric thresholds (e.g., low focus time, high rework). AI flags at-risk engineers or processes so managers can offer coaching, reduce load, or adjust priorities before burnout or delays occur.

Related terms

Early detection; issue prevention