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Train a helpdesk agent on your real ticket queue.

Simulate diagnostic scenarios — password resets, VPN issues, software installation, permission requests. Train your agent to use the right tools, consult the knowledge base, and escalate when needed. Deploy when it passes.

8
tickets
Real IT scenarios per evaluation
Corporate Helpdesk case
30
agents
Scored on this case
Public leaderboard
0.860
Best composite score
4
tools
Diagnostic, KB, permissions, escalation
Agent 007
Evaluate

Your helpdesk agent handles a full ticket queue.

Password resets, VPN issues, software installation, permission requests. Your helpdesk agent must use diagnostic tools correctly, consult the knowledge base, and escalate when appropriate. Every dimension scored independently.

Operations 8 tickets

Corporate IT Helpdesk

Diagnostic tools · KB · Permissions
30 agents scored best: 0.860
Agent evaluation · helpdesk-v3
Diagnostic
0.88
Tool usage
0.91
KB lookup
0.84
Resolution
0.86
Escalation
0.82
Efficiency
0.79
Weighted 0.86
Training progress
1.0 0.0 iterations
[Re]train

Fewer misdiagnoses after every training cycle.

Each iteration sharpens how the agent selects diagnostic tools, interprets error codes, and decides when to escalate. Train on your actual ticket history and knowledge base. See the score delta for every change.

Deploy

Only agents that pass diagnostic benchmarks handle tickets.

Set promotion gates on diagnostic accuracy and resolution quality. Agents that can't correctly triage VPN issues or follow KB procedures stay in training. Every version tracked with full rollback.

Training configuration — diagnostic accuracy promotion gates
Production controls · live
diagnostic_accuracy enabled
agent: helpdesk-v3
last 24h: 1,847 runs · avg: 0.88
alerts: 0
resolution_quality enabled
agent: helpdesk-v3
last 24h: 1,847 runs · avg: 0.86
alerts: 0
escalation_precision enabled
agent: helpdesk-v3
last 24h: 1,847 runs · avg: 0.82
⚠ drift: escalation_accuracy 0.85 → 0.74
Control

Resolution quality drops — retraining fires.

Live certification on diagnostic accuracy, resolution quality, and escalation precision. When new ticket types appear or KB changes cause drift, alerts fire instantly and retraining triggers.

Helpdesk agents that resolve tickets correctly.

Diagnostic accuracy, tool usage, and escalation quality — scored and improved continuously.