AI Auto-Approval of Requests: End of the E-mail Ping-Pong
An employee submits a leave request on Friday. The manager sees it on Monday. They check staffing in Excel. They write an email. On Tuesday the employee gets a reply. 4 days for a routine decision that should take 4 seconds.
What AI Approves Automatically
Standard Leave Requests
Request: Michael Kovac
Dates: 19 May – 23 May 2026 (5 working days)
AI checks:
✅ Leave balance: 12 days (remaining after deduction: 7 days)
✅ Minimum team coverage: 4/5 people available
✅ No overlapping approved leaves (>3 people)
✅ No blocked period
RESULT: ✅ AUTO-APPROVED
Employee notified: immediately via SMS + email
Manager notified: daily digest
Case Escalated to Manager
Request: Jana Nováková
Dates: 19 May – 23 May 2026 (same week as Kovac)
AI checks:
✅ Balance: OK
❌ Minimum coverage: only 3/5 people would remain
(Kovac + Nováková simultaneously = below threshold)
RESULT: ⚠️ ESCALATED to manager
Reason: "The team would have only 3 of 5 people this week.
Please consider whether this is acceptable."
Manager decides: [Approve anyway] [Reject] [Suggest alternative]
Types of Requests for Auto-Approval
- Annual leave (within balance and policy rules)
- Time off in lieu of overtime
- Short working day (1 day) for personal reasons
- Work from home (for roles with a home-office policy)