Organize collaboration by responsibility
Inspection is already a team activity: operators capture, inspectors define defects, owners resolve anomalies and quality leaders study trends. One model can blur grounding, rules and decisions. Agent Teams split the work into explicit roles such as evidence detection, standards checking, conflict review and coordination.
Turn research into bounded workflows
AutoGen studies tool-using multi-agent conversations, while AutoIAD applies manager-driven agent collaboration to the industrial anomaly-detection development pipeline. These papers are architectural inspiration, not evidence that more Agents are automatically better. Unclear roles duplicate interpretation and amplify communication overhead.
Require evidence, permissions and human exits
EPOVIS therefore emphasizes constraints: each Agent reads only what its role needs, every conclusion carries evidence and rules, and conflicts or high-risk uncertainty stop automation for human review. The user should receive a clear inspection item and next action, not a transcript of model debate.