AmrudAi — AI IT observability
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Home Infrastructure Monitoring

Windows, Linux & endpoint operations

Give every host problem its operating context.

AmrudAi supports infrastructure & host monitoring for enterprise operations. Connect host resources, software, processes, services and network evidence. Use local Agents or governed remote monitoring, then gather deeper evidence only when the condition calls for it.

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Capabilities & benefits Operational workflow Deployment & coverage Common questions

The application experience

Process & socket intelligence

See the complete workspace. Enlarge any image to inspect its panels, navigation and evidence at actual size.

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.
Software & Service Inventory — illustrative product view with sample data. Illustrative product view · Sample data
Track package changes and durable service identities through endpoint restarts.
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.

Complete the operational workflow

More context. More useful decisions.

Software inventory and change evidence

Review installed package and application identity, versions and observed changes on supported Windows and Linux endpoints. Use the software-change record alongside the incident timeline without treating inventory as patch deployment or vulnerability management.

Monitor the service that matters

Choose processes and services using durable service, unit or executable selectors. Preserve history through PID changes and restarts, and apply monitoring profiles according to business criticality or an explicit assignment.

The capability in detail

Connect host health to service behavior.

01

Windows and Linux collection

Choose detailed local Agent collection or governed Linux SSH and Windows WinRM/WMI/CIM monitoring. Match the collection mode to the required evidence, operating-system profile and credential policy.

02

CPU and memory pressure

Inspect utilization, load, scheduler pressure, memory, swap, paging and commit evidence where the operating system provides them. Relate sustained pressure to the affected process or service.

03

Filesystem and block I/O

Follow capacity, inodes, throughput, IOPS, queues, latency and error evidence. Distinguish a full filesystem from an I/O bottleneck or a collection gap.

04

Network and transport health

Review NIC state, throughput, errors, drops and bounded transport counters. Bring DNS, TCP, TLS, HTTP and path tests into the host investigation.

05

Installed-software inventory

Review package or product identity, version, publisher, architecture, source and installation scope. Use observational inventory sources, preserve provenance and show installation, removal and version-change evidence without triggering installer repair.

06

Select the processes that matter

Choose a discovered process or service, inspect its durable selector and apply a monitoring policy. Track absence, termination, restart loops, instance ranges and sustained resource conditions where supported.

07

Separate criticality from policy

Use business criticality to suggest a monitoring profile or choose an explicit profile. Review inheritance, capacity impact and the resulting effective configuration before applying a change.

08

Linux process-to-network context

Connect Linux processes, systemd services and containers with socket endpoints, bytes, TCP RTT, retransmissions and connection failures through bounded eBPF evidence. Enable this additional visibility on compatible kernel, architecture and privilege profiles.

09

Triggered diagnostic evidence

Gather a short-lived Endpoint Diagnostic Snapshot for an eligible CPU, memory, filesystem, I/O, process or network condition. Show complete, partial, failed and suppressed capture states.

10

Cross-vantage investigation

Bring guest, hypervisor, storage, network and hardware observations together when those sources are available. Preserve the distinction between what the endpoint observed and what another system confirmed.

11

Logs, reboots and service history

Inspect selected operating-system, kernel and Event Log evidence alongside boot, uptime, time quality and service state. Keep resource and lifecycle changes in one investigation window.

12

Agent and monitoring health

Review Agent identity, version, heartbeat, buffer, update policy and Sensor assignment. Base host monitoring continues when optional eBPF instrumentation is unavailable, kernel-incompatible or resource-guarded.

From information to action

A connected operational workflow.

  1. 01

    Onboard with identity

    Bind the endpoint to its canonical identity and approve the intended monitoring scope.

  2. 02

    Choose the monitoring profile

    Select collection mode, important processes/services and an appropriate inherited or explicit profile.

  3. 03

    Capture relevant evidence

    Use normal observations to identify an eligible condition, then gather a bounded diagnostic snapshot.

  4. 04

    Correlate across the estate

    Compare endpoint evidence with available network, VMware, storage and hardware context.

Choose the right host visibility

Fit the way your team operates.

Monitor Windows and Linux resources, installed software, selected processes and services, then collect a focused diagnostic snapshot when a condition needs deeper investigation.

  • Use local Agents or governed remote collection according to the evidence required, operating-system compatibility and your credential policy.
  • Optional Linux eBPF adds process-to-network evidence on compatible kernel, architecture and privilege profiles. It captures connection behavior without collecting application payloads.
  • Signed, precompiled instrumentation and offline packages avoid compilation on customer hosts. Base host monitoring continues when optional instrumentation is unavailable.
  • Connect guest evidence with VMware, Hyper-V, Nutanix, Proxmox, storage and hardware observations to investigate the layers beneath a host symptom.
  • Resource budgets, item and byte limits, cooldowns and collection priorities protect normal monitoring. Monitoring permission remains separate from permission to restart a process or change a host.
Discuss your environment

What does infrastructure monitoring include?

Do we need an Agent on every host?

Use local Agents for detailed endpoint evidence or governed remote collection where installing an Agent is unsuitable. Choose the mode by operating system, required depth, security policy and the protocols available from the assigned Sensor.

Does software inventory include patch management?

No. It records supported installed-software facts and changes. It does not promise patch deployment, vulnerability assessment or software-licence metering.

Does selecting Monitor allow automatic process restarts?

No. Monitoring policy and restart/remediation authority are separate. A process-monitoring action does not grant privileged execution.

How is endpoint overhead controlled?

AmrudAi bounds collection, aggregation and diagnostic work with item, byte, time and concurrency limits. Cooldowns and resource-guard states protect the endpoint, while the selected monitoring profile determines its operating footprint.

Can Windows software inventory trigger installer repair?

Inventory reads supported registry, package, MSIX/AppX and operating-system sources while preserving provenance and partial-source states. It does not invoke enumeration that repairs, reconfigures or installs software; Win32_Product-style MSI discovery is excluded from normal collection.

See the workflow in your environment.

Explore the technology, service dependencies and operating requirements that matter to your team.

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