| Scenario | Forward's Network Model | Legacy Network Tools |
|---|---|---|
Before a change | Precise diffs on entire network behavior pre & post. | Change it. See what happens. |
During an outage | Ask your network *why?” Get the answer. | Construct visibility across tools. |
Preparing for an audit | Continuous, provable compliance. | Manual reviews and screenshots. |
Investigating vulnerabilities | Identify full reachability. Locate vulnerable devices. | List all vulnerabilities without context. |
Prioritizing Exposure | Easily find what’s Internet-facing and prioritize. | Thousands of CVEs to sort through. |
Assessing blast radius | Complete, precise impact visibility from hosts. | Estimate from topology. |
Hybrid / multi-cloud operations | One consistent model everywhere. | Stitch together fragmented views. |
Troubleshooting paths | Query & search end-to-end behavior instantly. | Trace inferred hops manually. |
Validating network intent | Detects config drift continuously. | Rely on documentation. |
Automating operations | Automate on proven mathematical certainty. | Automate on partial visibility. |

