What is a Work Session?

What Work Session Data Shows

A work session record typically includes:

• Start and end time: the full duration of the working day
• Work segments: continuous blocks of active work (e.g., 09:15-11:45, 13:00-17:30)
• Break periods: time between segments, showing whether breaks are taken
• Overtime: any work outside contracted hours, flagged automatically
• Pattern trends: weeks or months of data showing whether the pattern is consistent

What Counts as a New Work Session

A work session begins when a team member starts their timer or logs their first task activity, and ends when they stop or exceed a defined idle period (typically 30 minutes of no activity).

If someone works from 09:00 to 12:30, breaks for lunch, and resumes at 13:15, the system records two segments within one working day, not two separate sessions. The gap appears in the timeline as break time.

This matters for overtime calculation. A designer who works 09:00 to 19:00 with a 45-minute break shows 9 hours 15 minutes of active work. The system calculates from segments, not the full clock span from start to finish.

Work Sessions in Melororium

Melororium's employee profile Productivity tab displays a visual work session timeline: a horizontal axis from 09:00 to 19:00 showing colored segments for active work periods and breaks. Managers can view any team member's session data by day, week, or custom period.

The timeline makes overtime visible without requiring the team member to report it: a designer who consistently works until 21:00 shows that pattern in the data, prompting a conversation before burnout rather than after. Available in all plans.

Work Session Patterns Worth Watching

Four patterns in session data predict team health problems before they surface as retention or quality issues:

• Consistent late sessions: a team member who regularly works past 19:00 is either understaffed for their workload or working inefficiently. Either cause needs a different response.
• Short session days alternating with long ones: often indicates deadline crunch compensation: rest after a brutal week, then another brutal week.
• Zero break periods: no visible break in a 9-hour session suggests the person isn't disconnecting, which predicts higher error rates over time.
• Declining session length: a team member whose sessions have shortened steadily over six weeks may be disengaging. Combine with sentiment data before drawing conclusions.

Work Session Length: What Is Typical

For a full-time knowledge worker, a healthy work session spans 7.5–9 hours total from start to finish, with 6–7.5 hours of active segments and 1–1.5 hours of break time. Sessions that consistently exceed 9 hours with under 30 minutes of breaks are the clearest early warning signal in team health data.

For part-time team members or contractors, the expected pattern differs. Session data must match contracted hours to be meaningful. A 4-hour contractor whose sessions average 6 hours has a workload or scope problem that becomes visible in the data before it becomes a billing dispute.

Work session length data gains value when viewed as a trend over 4–6 weeks, not as a single-day snapshot. One long day means a deadline. Six consecutive long days means a structural problem.

Work Session Tracking vs Activity Monitoring

Work session tracking records when someone is at work — start time, end time, break periods. Activity monitoring records what someone does during that time: keystrokes, screenshots, application usage.

They serve different purposes. Work session data answers a team health question: is this person working sustainable hours? Activity monitoring answers a productivity question: is this person focused during their hours?

Most agencies and studios need the first without the second. Knowing a designer worked 11 hours is actionable information for a manager. Knowing which applications the designer used is surveillance. Melororium tracks sessions, not activity.