ai.ServiceManager
Organization pending Hive contextNo identity
Sample dataSample data — illustrative only. No PSA or Hive services are connected.

Team Intelligence

Capability, capacity and affinity — used to support technicians and route work well. Not a ranking or a surveillance tool.

How this is used

  • Capability is inferred from resolved work with recorded evidence and confidence.
  • Low confidence is shown honestly rather than presented as certainty.
  • Workload informs dispatch recommendations; it is not a productivity score.
  • No individual comparison, leaderboard or ranking is produced.

Dana Whitfield

Senior Network Engineer

focused
5
Active
7.5h
Committed
94%
Load
Capabilities · evidence based
  • SonicWall / edge firewallstronghigh confidence · 31 resolved in 12 months
  • Routing & VPNstronghigh confidence · 24 resolved, 0 reopens
  • Microsoft 365 identitydevelopinglow confidence · 3 resolved
Issue affinity
Connectivity outage · Change execution
Client affinity
Northwind Manufacturing · Brightline Logistics

Kevin Alvarez

Network Engineer

available
2
Active
4h
Committed
50%
Load
Capabilities · evidence based
  • SonicWall / edge firewallstrongmoderate confidence · 14 resolved tunnel incidents
  • Switching & VLANsproficientmoderate confidence · 11 resolved
Issue affinity
Tunnel recovery · Site connectivity
Client affinity
Northwind Manufacturing

Priya Raman

Messaging Specialist

in meeting
6
Active
8.5h
Committed
106%
Load
Capabilities · evidence based
  • Exchange / mailbox migrationstronghigh confidence · 42 resolved
  • Licensing & provisioningproficientmoderate confidence · 17 resolved
Issue affinity
Migration batches · Mail flow
Client affinity
Cedar Ridge Health

Marcus Bell

Service Desk Technician

available
3
Active
3h
Committed
38%
Load
Capabilities · evidence based
  • Endpoint provisioningproficienthigh confidence · 58 resolved
  • Onboarding runbooksstronghigh confidence · 36 completed, 0 reopens
Issue affinity
Onboarding · Access requests
Client affinity
Halden Legal Group