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Service Insights

AI-powered service intelligence for SLA performance, technician productivity, workload, and customer operations.

Service Requests

1,284

+8.2% vs last period

Work Orders

946

+12.4% vs last period

SLA Compliance

94.8%

+3.1% vs last period

First-Time Fix

87.6%

+5.4% vs last period

Avg Resolution

4h 18m

-12.8% faster

Satisfaction

4.7/5

+0.3 · 684 reviews

AI Service Summary

Generated 8 min ago · Live data

Service performance improved this week, with SLA compliance reaching 94.8%. However, the North region has a growing backlog and 14 work orders are approaching their SLA threshold.

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AI Recommendations

  • Reassign 5 high-priority jobs in North region.

  • Review 14 SLA-at-risk work orders.

  • Schedule additional technicians for Friday.

  • Investigate recurring failures for AC Maintenance jobs.

Service Performance Flow

Request-to-closure pipeline with stage conversion.

71.5% end-to-end
  1. Requests

    1,284

    92%
  2. Assigned

    1,181

    88%
  3. In Progress

    1,039

    91%
  4. Resolved

    946

    97%
  5. Closed

    918

SLA Performance

Compliance and regional breakdown.

94.8%

Compliance

  • SLA Met897
  • At Risk14
  • Breached35

Regional Compliance

Service Demand

Requests, work orders and completed jobs.

Technician Intelligence

Productivity, SLA and rating per technician.

Technician Jobs Completion Avg Time SLA Rating Actions

Service Bottleneck Analysis

Average time spent at each stage of a job.

AI: Diagnosis time is 18% above the monthly average. Review technician skill coverage and spare-part availability.

Customer Experience

Satisfaction, complaints and repeat requests.

Satisfaction

4.7/5

First-Time Fix

87.6%

Repeat Requests

6.2%

Complaints

18

Escalations

7

CSAT Trend

+0.3

Top Customers

Service Risks

    Opportunities

      Recommended Actions

      AI-prioritized next steps for service operations.

      Optimize Dispatch

      5 technicians have unused capacity.

      Review SLA Risk

      14 work orders need immediate attention.

      Improve Parts Availability

      9 work orders are waiting for inventory.

      Analyze Repeat Requests

      AC Maintenance has the highest repeat-service rate.

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