Service Operations AI
Staffing decisions also need evidence.
An AI agent that reduces repetitive work in service operations by automating staff allocation calculation, attendance aggregation, and settlement statement drafting.
Site Problems
You are likely doing this now
- Required staff by site is decided by intuition
- Attendance checks and settlement take several days every month
- Mistakes occur because contract terms differ by site
What It Does
What the agent handles
Staff Allocation Suggestions
It calculates required staff based on site size and past time requirements.
Automatic Attendance Aggregation
It aggregates clock-in and clock-out records according to contract terms and leaves only exceptions to people.
Settlement Statement Drafting
It matches site-specific rates with work records and drafts settlement statements.
Contract Term Review
It finds and alerts on mismatches between site-specific conditions and actual operations.
Expected Effects
What changes
- Settlement time
- -60%
- Allocation basis
- Quantified
- Condition violations
- Detected in advance
After measuring with real data during the pilot period, we reset the targets.
Adoption Flow
Implemented in four steps
- 1
Organize contract terms
- 2
Connect attendance system
- 3
Pilot at one site
- 4
All sites
Other Industries
How other sites use it
Check whether it works for your site
We first check what is possible with the data you are already accumulating.