TrackDots runs 7 behaviour detectors across your entire team every day. When a work pattern deviates significantly from an employee's own baseline, you get flagged — before it becomes a missed deadline or a lost team member.
Each detector compares an employee's recent behaviour against their own historical baseline — not a generic threshold. Context-aware anomaly detection.
Productivity score falls significantly below the employee's personal average over recent days. Not one bad day — a sustained shift in output quality.
Critical potentialEmployee repeatedly begins work significantly later than their own typical start pattern. Signals disengagement, personal issues, or timezone drift on remote teams.
Warning levelTotal tracked hours consistently below the employee's own baseline — not just below a company threshold. Personalised detection catches subtle changes others miss.
Warning levelEmployee has logged zero activity for multiple consecutive days. Immediate flag — may indicate health issues, resignation risk, or system error worth investigating.
Critical potentialA significant increase in idle time as a proportion of total tracked hours. Indicates distraction, blocked progress, or waiting on dependencies.
Info levelEmployee working before 6 AM or after 11 PM on multiple days. Distinguishes from normal late nights — flags extreme hours that indicate either overwork or role confusion.
Warning levelStart times vary by several hours across active days — no consistent work rhythm. Signals unclear expectations, timezone issues, or personal instability requiring a conversation.
Info levelPeople often ask how Anomaly Detection differs from Burnout Detection. The answer is the direction of the signal.
Burnout Detection monitors overwork — too many hours, too many late nights, declining output despite effort. Anomaly Detection monitors pattern deviation — sudden drops, inconsistency, absence patterns that are unusual for that specific person.
Seven detectors. Personalised baselines. Daily updates. TrackDots anomaly detection runs silently so you're never caught off guard.