Definition #
ML systems analyzing digital activity to automatically log work hours and project time allocation.
Key Characteristics #
- App/website usage tracking
- Idle time detection
- Project code assignment
- Overtime alerts
Why It Matters #
Reduces timesheet errors by 78% and improves billing accuracy (Deloitte 2023).
Common Use Cases #
- Remote team management
- Client billing
- Productivity analysis
Examples #
- Toggl Track AI
- Timely
- Harvest
FAQs #
Q: Privacy concerns?
A: Enterprise versions offer employee opt-out for non-work apps.
Q: Offline tracking?
A: Local AI processes data, syncs when online.