READY FOR EVALUATIONCustomer Support Agent · v1.0 (baseline)Sample run
Autonomous reliability engineering
Know why your agent fails before your users do.
Test. Diagnose. Intervene. Validate. Prove.
VeriLoop reliability score
—UNTESTED
Enterprise severity-weighted index: 100 − (12×critical + 4×high). Connect an AI agent and run an evaluation to measure reliability across 60/20/20 splits.
Critical failures
0
Policy & Safety breaches (0 allowed)High-severity
0
Retrieval, Tool & Context flawsPass rate
0/0
0 passed / 0 totalRegressions
0
Firewall gated (0 allowed)Latest evaluation record
Target Agent
Customer Support Agent
Customer Support Agent
Baseline Version
Baseline v1.0
Baseline v1.0
Model & Provider
NVIDIA Nemotron (Nebius Token Factory)
NVIDIA Nemotron (Nebius Token Factory)
Audit Status
Completed run · 5 failures diagnosed
Completed run · 5 failures diagnosed
Failure hotspots
5 DETECTEDPOLICY_FAILURE0
SAFETY_FAILURE0
RETRIEVAL_FAILURE0
TOOL_FAILURE0
CONTEXT_FAILURE0
GROUNDING_FAILURE0
INSTRUCTION_FAILURE0
Experiment status
OPT 60 · VAL 20 · HOLDOUT 20| Split | Baseline v1.0 | Candidate A | Candidate B (Promoted) |
|---|---|---|---|
| Optimization 60% 60 test cases | 95% (57/60) | 98% (59/60) | 98% (59/60) |
| Validation 20% 20 test cases | 95% (19/20) | 85% (17/20) | 100% (20/20) |
| Holdout 20% 20 strictly unseen | 95% (19/20) | 80% (16/20) [BLOCKED] | 95% (19/20) [VERIFIED] |
Candidate B achieved verified holdout generalization (19/20, 95%) with 0 regressions.
Recent failures
Diagnosed vulnerabilities for Baseline v1.0
IDScenarioCategorySeverityRoot causeAction
No failures detected. Connect an agent and run an evaluation to analyze real vulnerabilities.