| Access Model | Shared credentials, VPN tunnels | IP-locked pod, zero shared creds |
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| Credential Rotation | Manual or scheduled (hours/days) | Automatic per-session (seconds) |
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| Session Monitoring | Log review after the fact | Real-time live view with join capability |
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| Collaboration | Separate chat tool required | In-terminal discussion during config |
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| Topology View | Static diagrams, no live state | Live topology map with session overlay |
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| Alert Response | Email alerts, manual triage | Instant detection + automated escalation |
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| RBAC Granularity | Role-based, device-level | Org groups + device groups + time windows |
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| Deployment | On-premise agents, weeks to deploy | Cloud-native pods, deploy in minutes |
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| Compliance | Manual report generation | Auto-generated SOC 2, NIST, PCI-DSS |
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