Routing, fabric & shared network services
An interface can be up while a route, overlay or shared service prevents an application from working. AmrudAi connects routing peers, transport paths, network services and configuration changes so engineers can follow the failure from protocol state to customer impact.
The application experience
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The interface is up. The service is still slow.
A green interface cannot explain a route withdrawal, overlay mismatch or broken network prerequisite. AmrudAi joins routing neighbors, prefixes, tunnels, VRFs, control-plane changes and active-path evidence with DNS, DHCP, NTP, QoS and service reachability.
The capability in detail
Track routing adjacencies, peer state, prefixes, uptime, flaps and relevant route changes. Connect each event to its interface and neighboring devices so a protocol cascade becomes a traceable sequence with an identifiable starting point.
Bring VRFs, PE–CE relationships, LSPs and site reachability into a common view. Compare route health, latency, utilization and traffic in the appropriate routing context to isolate a service-specific problem inside a shared transport network.
Follow VTEPs, VNIs, EVPN peers and MAC/IP relationships across the overlay and its underlay. Correlate an unreachable workload with fabric links, peer changes and endpoint movement to understand which layer needs attention.
Use VLAN, STP/RSTP/MSTP, LACP, ARP, MAC/FDB and LLDP/CDP evidence to explain how devices and endpoints connect. Stable interface identity preserves useful history across rediscovery and changing interface indexes.
Monitor HSRP/VRRP roles, BFD state, VPN/IPsec tunnels and the interfaces that support them. Distinguish a component fault from lost redundancy or failed service reachability, and verify the remaining path before deciding the business impact.
Connect QoS/CBQoS class traffic, drops and queue pressure with utilization and IP SLA results. Use multicast/PIM evidence where exposed by the device to investigate service degradation that a device-level average would conceal.
Compare DNS responses and record validation with DHCP scope, lease and address inventory evidence. Relate failures to the affected subnet, site and service so teams can separate name resolution, address assignment and transport problems.
Bring NTP offset, stratum and synchronization together with TLS certificate expiry, chain and hostname checks. Connect these shared dependencies to authentication and application availability before their symptoms spread across unrelated systems.
Compare current and historical paths, fingerprints and independently observed latency, loss and jitter. Link hops to routing and interface evidence where available, keeping hidden or unresponsive intermediate hops visible without assuming the destination failed.
Place route, adjacency, topology and configuration changes on the same timeline as service symptoms. Review expected effects, unaffected paths and post-change behavior to focus the next diagnostic or controlled correction.
From information to action
Select the application, branch or route and the incident window. Preserve the routing context, source vantage and service dependencies.
Compare adjacency changes, route events, tunnel state and the underlying interfaces. See which event preceded the downstream symptoms.
Run permitted path, DNS, TCP or TLS checks and compare independent results. Keep successful checks and uncertainty beside the failures.
Link the relevant change or runbook, perform authorized action and verify protocol stability, destination reachability and service recovery.
Built around your operating environment
Use technology packs to map vendor protocols and objects into consistent operational views while retaining the vendor details an engineer needs.
Connect the workflow
An established peer confirms one part of the control plane. AmrudAi also brings in route changes, interfaces, tunnels, active path tests and service checks so engineers can assess whether the destination and its application dependency are reachable.
Yes. MPLS/VRF and VXLAN/EVPN views use their own protocol entities and relationships while connecting to the shared physical, routing, traffic and service graph. That lets teams follow an incident across the relevant layers.
An unresponsive or hidden hop remains visible as incomplete path evidence. Destination results, independent vantages and other routing or interface observations determine what can be concluded about the path.
Yes. Resolution checks, DNS record validation, DHCP scope and lease evidence, and IPAM context connect shared network services to the sites and applications they support. This helps distinguish an address or name-service issue from a transport outage.
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