Tactical Action
Employee performance analysis dashboard: summary of productivity, service efficiency, customer satisfaction, and sales contribution.
💡 How to choose a subpage
Use this guide to select the layer of employee performance analysis according to your operational needs.
Overview
View general productivity trends and daily performance.
Tactical Actions
Direct action list: which staff need to be assisted or rotated immediately.
Strategic Evaluation
Comprehensive evaluation, training needs, and long-term promotion strategy.
Schedule Adherence & Attendance Variance
Identifies personnel with recurring attendance deviations (absences and lateness). Enables proactive scheduling adjustments and compliance reviews to maintain target service velocity.
📊 Dive into Schedule Adherence Data
Attendance Adherence Rate & Review Priority
Presents the aggregate attendance variance rate and flags personnel requiring immediate compliance review.
💡 AI Parameter: Determining Status & Target
The system doesn't use feelings, but rather quantitative data benchmarks to trigger discipline alarms:
Macro Filter
Measures the ratio of lateness incidents to total daily attendance:
- • < 10%: Healthy (Safe shift formation)
- • 10% - 20%: Warning (Lateness culture appearing)
- • > 20%: Critical (Operational threat)
Micro Filter
Detects staff with the worst individual absent/late records:
- • High Level: ≥ 2 Absences or ≥ 4 Latenesses / month
- • Critical Level: ≥ 3 Absences or ≥ 6 Latenesses / month
Schedule Adherence Directives
Actionable items directed towards mitigating recurring schedule variances.
Moderate schedule instability detected among 8 personnel. Standard operating procedure (SOP) reinforcement is advised to prevent cascading fulfillment issues.
Discipline Risk Distribution
Visualization of discipline severity level and violation contribution from each branch.
Discipline Severity Rate
Problematic Staff Distribution per Branch
Overtime Strain & Labor Allocation
Identifies personnel exceeding target overtime thresholds. Facilitates schedule recalibration to mitigate productivity degradation and retention risks.
📊 Dive into Labor Allocation Data
Labor Utilization & Schedule Rotation Priority
Analyzes overall labor utilization efficiency and isolates personnel requiring immediate scheduling adjustments to balance overtime distribution.
💡 AI Parameter: Determining Status & Target
To maintain objectivity, AI monitors overtime risk with two rigid metric filter layers:
Macro Filter
Measures the percentage of operational shifts filled with overtime hours:
- • < 35%: Healthy (Ideal capacity)
- • 35% - 50%: Warning (Starting to lack staff)
- • > 50%: Critical (Systemic staff shortage)
Micro Filter
System detects individual overtime accumulation anomalies (Red Zone Target):
- • < 10 Hours: Safe Zone (Reasonable tolerance)
- • 10 - 20 Hours: Warning (Monitor fatigue)
- • > 20 Hours: Critical (Extreme burnout risk)
Labor Reallocation Strategy
System-recommended schedule adjustments targeting personnel exceeding sustainable utilization boundaries.
While overall utilization is stable, targeted reallocation is required for 4 personnel exhibiting excessive overtime accumulation to prevent service degradation.
Overtime Hours Distribution
See the distribution of total overtime hours done by at-risk staff over the last 30 days.