TECHNICIAN BURNOUT CONSOLE
TECHNICIAN BURNOUT CONSOLE
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CW PSA 3 AT RISK
Console 03 · Phase 2 · ConnectWise PSA + NinjaRMM

Technician Burnout & Capacity

Real-time visibility into technician utilization, overtime patterns, after-hours work, and composite burnout scores. Identify at-risk staff before they quit — and match open ticket demand to certified skillsets.

ConnectWise Time Entries
Ticket Velocity
After-Hours Detection
Burnout Score 0–100
Utilization Heatmap
Skills Matrix
14 Technicians
NinjaRMM Device Counts
Technician Burnout Grid

Capacity & Risk Status

Each card shows a technician's burnout score, billable utilization, overtime hours, after-hours sessions, and open ticket queue. Data sourced from GET /v4_6_release/apis/3.0/time/entries and ticket APIs via ConnectWise PSA.

Billable Utilization · 8 Weeks

Utilization Heatmap

Weekly billable utilization % per technician over the past 8 weeks. Red = over-utilized (>90%), orange = high (75–90%), yellow = target zone (60–75%), green = healthy (<60%). Columns are weeks, rows are technicians.

OVER-UTILIZED >90%
HIGH 75–90%
TARGET 60–75%
HEALTHY <60%
OVERTIME WEEK
Aggregate Analytics

Team Trends

Overtime trends, burnout score distribution, ticket velocity vs headcount, and after-hours work patterns across the full technician team.

Burnout Score Distribution
// 0–100 composite: utilization + overtime + after-hours + velocity
Overtime Hours · 12 Weeks
// Total team overtime hours per week
Billable Utilization by Tier
// Target band: 65–80% billable
After-Hours Sessions · 8 Weeks
// Tickets worked outside 8am–6pm window
Ticket Velocity vs Headcount · 90 Days
// Open tickets per available technician-hour · stress indicator
Certification & Skills Coverage

Skills Matrix

Certified skill coverage vs open ticket demand by technology stack. Flags skill gaps, expiring certifications, and single-points-of-failure (only one tech certified in a critical area).