Inside AmrudAi
See the complete operating experience.
AmrudAi product views illustrate how collection, network health, infrastructure, AI investigation, Studios and governance fit into an operating workspace. Each static image includes sample data, surrounding navigation and panel context. Enterprise buyers can inspect the complete views and use them to define a product evaluation; the artwork is not live deployment evidence.
Interface visualizations use illustrative data to explain the operating experience. Open any image for the full frame, then choose Actual size to inspect the detail.
Application views
Unified operations
Unified NOC Overview — illustrative product view with sample data. Illustrative product view · Sample data
Network, infrastructure and service evidence in one operational frame. Temporal Topology & Service Dependencies — illustrative product view with sample data. Illustrative product view · Sample data
Replay relationships at the time of an incident without overwriting them with current state. Application views
Network, WAN & hardware
Routing, Overlays & Network Services — illustrative product view with sample data. Illustrative product view · Sample data
Correlate peer transitions, path changes and overlay health with service reachability. Branch, WAN & Provider Operations — illustrative product view with sample data. Illustrative product view · Sample data
Compare site experience, underlay circuits and SD-WAN service policy in one view. Wireless, Voice & QoS — illustrative product view with sample data. Illustrative product view · Sample data
Relate client experience and call quality to radios, uplinks and priority queues. Hardware, Power & Environment — illustrative product view with sample data. Illustrative product view · Sample data
Trace component health through racks, power feeds and the services they support. Cross-Site Latency & Jitter — illustrative product view with sample data. Illustrative product view · Sample data
Identify the segment and traffic class that introduce delay, loss and short-lived bursts. Application views
Infrastructure, processes & kernel
Process & Socket Intelligence — illustrative product view with sample data. Illustrative product view · Sample data
Attribute resource growth and network behavior to a durable service and its current runtime. eBPF Kernel & TCP Intelligence — illustrative product view with sample data. Illustrative product view · Sample data
Connect bounded kernel socket observations to hosts, processes and network paths. Software & Service Inventory — illustrative product view with sample data. Illustrative product view · Sample data
Track package changes and durable service identities through endpoint restarts. Application views
Flow, logs & operational evidence
Flow & Traffic Analytics — illustrative product view with sample data. Illustrative product view · Sample data
Explain bandwidth use through exporters, applications, conversations and queue classes. Logs, Syslog & Operational Events — illustrative product view with sample data. Illustrative product view · Sample data
Search normalized events while preserving raw messages, provenance and service context. Application views
Cloud, Kubernetes, database & SAN
Multi-Cloud Infrastructure & Networks — illustrative product view with sample data. Illustrative product view · Sample data
Connect provider resources, hybrid connectivity and service endpoints across cloud accounts. Kubernetes & Container Operations — illustrative product view with sample data. Illustrative product view · Sample data
Follow workload identity through pod replacement, node pressure and east-west traffic. Database Performance & Wait Analysis — illustrative product view with sample data. Illustrative product view · Sample data
Connect slow queries, lock chains, replication and host resources to a database service. Storage & SAN Fabric — illustrative product view with sample data. Illustrative product view · Sample data
Follow application I/O through host paths, fabric ports, LUNs and array resources. Application views
AI, qualification & investigation
Adaptive Baselines & Anomaly Detection — illustrative product view with sample data. Illustrative product view · Sample data
Compare observed behavior with learned seasonality, quality gates and independently reviewed outcomes. Alert Qualification & Noise Control — illustrative product view with sample data. Illustrative product view · Sample data
Preserve evidence while deduplicating events, verifying vantage points and grouping common causes. Evidence-Led RCA Workbench — illustrative product view with sample data. Illustrative product view · Sample data
Bring hypotheses, contradictions, configuration changes and remediation checks into one investigation. Shift Handover & Operational Memory — illustrative product view with sample data. Illustrative product view · Sample data
Carry verified facts, ownership and next checks into the incoming shift. Application views
Studios, change & integration
MIB Studio — illustrative product view with sample data. Illustrative product view · Sample data
Compile imports, inspect the OID model and validate typed mappings before pack activation. API Studio — illustrative product view with sample data. Illustrative product view · Sample data
Map REST, GraphQL and webhook sources into typed, versioned observability contracts. Studios & Workspace Authoring — illustrative product view with sample data. Illustrative product view · Sample data
Build dashboards, maps and reports with governed queries, reusable definitions and version history. Network Configuration Assurance — illustrative product view with sample data. Illustrative product view · Sample data
Track backups, differences, compliance and the service checks that qualify a change. ITSM & CMDB Operations — illustrative product view with sample data. Illustrative product view · Sample data
Reconcile service identities and keep ticket delivery, enrichment and recovery receipts visible. Application views
Service assurance & enterprise control
Service Assurance, SLA & SLOs — illustrative product view with sample data. Illustrative product view · Sample data
Make uptime commitments, error-budget use and executive reporting traceable to their measurements. One Sensor & Monitoring Policies — illustrative product view with sample data. Illustrative product view · Sample data
Auto-select collection roles while retaining effective policy, capacity and failover context. Certificate & Endpoint Assurance — illustrative product view with sample data. Illustrative product view · Sample data
Track expiry, chain, hostname and handshake evidence with accountable service owners. Discovery, DNS, DHCP & IPAM — illustrative product view with sample data. Illustrative product view · Sample data
Reconcile address observations with stable identities, leases and network-service health. Firewall Policy & Security State — illustrative product view with sample data. Illustrative product view · Sample data
Compare rule intent, observed configuration, VPN state and service reachability. HA, Sensor Redundancy & Recovery — illustrative product view with sample data. Illustrative product view · Sample data
Inspect authority transitions, Sensor reassignment, alternate paths and restore evidence. Administration & Platform Operations — illustrative product view with sample data. Illustrative product view · Sample data
Make scope, identity, usage and data operations visible alongside service reliability. Migration Studio — illustrative product view with sample data. Illustrative product view · Sample data
Reconcile imported identities, mappings and unsupported items before governed adoption. A platform for the whole operation
See the depth behind the headline.
Explore the capabilities that connect monitoring, investigation, authoring and enterprise control.
Wireless, voice & QoS ↗ Connect APs, clients, call quality and the network conditions that shape user experience. Hardware, power & facilities ↗ Relate optical, thermal, power and hardware evidence to infrastructure availability. Software, processes & services ↗ Follow installed software changes and stable service identities into resource and socket evidence. Six authoring Studios ↗ Dashboard, Map, Report, MIB, API and Device Pack Studios connect customer-specific views and collection. Operational intelligence ↗ Carry the incident record through investigation, shift handover, runbooks and post-incident review. Enterprise control ↗ Manage access, policy, usage, retention, migration and recovery around the same operational estate.
Bring clarity to your IT operations.
Walk through your environment, your incidents, and the questions your team needs answered.