One timeline, focused diagnostics & preserved context

Keep the whole investigation in view.

Incident work slows down when every tool resets the context. AmrudAi keeps the service, entity, time window and evidence together while operators compare signals, run focused diagnostics, inspect changes and hand over a complete investigation.

The application experience

Investigation Workbench

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

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.

Complete the operational workflow

More context. More useful decisions.

One incident record across every shift

Carry the Investigation Workbench, Incident Flight Recorder and Unified Operations Timeline into shift handover. Preserve current impact, ownership, facts, hypotheses, completed checks and the next validation so the incoming engineer can continue the work.

Reuse operational knowledge deliberately

Connect approved runbooks, Similar Incident Memory and reviewed post-incident reports to the relevant service context. Prior incidents guide the investigation while the current evidence establishes what is happening now.

Stop restarting the investigation at every handover.

Keep the entire incident in one workbench.

The Investigation Workbench brings alerts, timelines, topology, logs, flow, host evidence, diagnostic results and decisions into a common incident context. Engineers inherit the work already performed, including what was disproved and what remains unanswered.

The capability in detail

Move from observation to verification without rebuilding the context.

01

A synchronized Investigation Workbench

Inspect metrics, incidents, Flow, logs, events, topology, paths, changes, service telemetry and ITSM activity through a shared scope and time window. Selecting evidence keeps related panes connected to the same investigation.

02

One operational timeline

Place telemetry transitions, routing events, deployments, configuration changes, maintenance, external updates and recovery evidence in sequence. Distinguish event time, observation time and delayed ingestion when reconstructing what happened.

03

Contextual Troubleshoot actions

Open the applicable Ping, path, SNMP, TCP, DNS, SSH, API, configuration or infrastructure checks from the entity or incident. Permissions and technology context determine the available actions while the originating view remains intact.

04

Verify Now and independent vantages

Run a deterministic diagnostic bundle and inspect each result, including unsuccessful or contradictory checks. Compare authorized Sensor or Agent vantages to distinguish a destination issue from a local path or collection problem.

05

Live Evidence with clear provenance

Keep operator-triggered verification distinct from routine monitoring, with result time, vantage, scope and quality. A fresh successful test or failed check can be assessed alongside the historical signal that started the investigation.

06

Investigation Sessions and handover

Collect diagnostic results, notes, CLI references and graph, configuration, Flow or log snapshots in a persistent session. A session can begin before an incident exists and be linked later without losing its original evidence context.

07

Incident Flight Recorder

Preserve a bounded before, during and after evidence window covering the relevant graph, telemetry, paths, events and changes. Review a transient failure after recovery, even when the live estate has moved on.

08

Compare and What Changed?

Compare current state with the pre-incident interval, a baseline, peer entity or approved change. Bring relevant configuration, deployment, routing and other change evidence into view without assuming that temporal proximity proves cause.

09

Deeper evidence with operating control

Use temporary Investigation Mode, endpoint diagnostic snapshots or triggered packet evidence when the case needs more detail. Explicit scope, permissions, time, resource and stop limits govern the collection and its return to normal behavior.

10

From findings to the next team

Link the current hypothesis, evidence, approved runbook, ITSM record and responsible owner. Copilot can summarize authorized findings and suggest permitted checks, while a preserved session supports escalation and post-incident review.

From information to action

Keep every check attached to the question it answers.

  1. 01

    Start from the symptom

    Open an entity, service or incident and create the Investigation Session with the relevant scope and window.

  2. 02

    Correlate the timeline

    Compare metrics, logs, Flow, topology and changes; distinguish observed facts, hypotheses and external statements.

  3. 03

    Verify the next hypothesis

    Run the permitted targeted check or diagnostic bundle, retaining source, time, completeness and contradictory results.

  4. 04

    Preserve and hand over

    Attach the decisive evidence, resulting action and recovery validation, then link the session to the incident, ticket or review.

Built around your operating environment

Fit the way your team operates.

Run investigations through the relevant network, infrastructure, database, cloud and service actions, with permissions and evidence scope carried throughout.

  • Persistent entity, tenant, site, filter and time context.
  • Routine monitoring and freshly triggered Live Evidence remain distinct.
  • Diagnostics, CLI references, comparisons, notes and snapshots attach to the session.
  • Flight Recorder and deeper collection use explicit duration, retention and resource controls.

How are investigations and diagnostics controlled?

Can I investigate before an incident has been created?

Yes. An Investigation Session can start from an entity or service and collect its own evidence and notes. It can later be linked to an incident while preserving the original timestamps and provenance.

What is the difference between an Investigation Session and Investigation Mode?

The session holds the context, notes and evidence for the work. Investigation Mode temporarily changes permitted collection depth or cadence under explicit limits, then returns to normal behavior. The two work together but serve different purposes.

How is Live Evidence different from a monitoring chart?

Live Evidence records an operator-triggered check with its execution time, source vantage and quality. Routine charts describe the monitoring history. Keeping them distinct helps the responder see what was observed during the incident and what was verified afterward.

Can AI execute any troubleshooting command it suggests?

Suggested tests come from the permitted diagnostic catalogue and still pass normal authorization, target, parameter and resource controls. Privileged CLI and configuration actions retain their applicable approval, credential and audit requirements.

See the workflow in your environment.

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