Network Troubleshooting Automation

Let your AI agent handle log analysis, root cause summaries, and incident documentation—so you can focus on network design and improvement.

You spend hours each week digging through Cisco ASA logs, searching for protocol errors in Splunk, and writing incident reports in Jira. As a network architect, manual troubleshooting means context switching, missed deadlines, and constant firefighting.

An AI agent that diagnoses network issues, analyzes logs, and drafts remediation steps for network engineers and architects.

What this replaces

Copy log files from Cisco ASA into Excel for manual review
Research protocol errors in Splunk and vendor forums
Write incident summaries in Jira after each outage
Build troubleshooting guides in Confluence from scratch

The hidden cost

What this is really costing you

In technology and software companies, network architects and engineers lose valuable time manually reviewing syslogs, parsing SNMP traps, and documenting incidents in ServiceNow. Each outage or performance issue requires sifting through thousands of log lines, researching protocol errors, and drafting custom remediation steps. These repetitive tasks keep you stuck in reactive mode instead of focusing on network optimization.

Time wasted

1.5 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$3,500/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

Ignoring this leads to longer outages, SLA breaches, and delayed project delivery. Persistent manual troubleshooting increases the risk of recurring incidents and missed root causes.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

1.5 hrs/week

of manual work

$3,500/year/ year

With your AI agent

15 min/week

agent-handled

$875/year/ year

You save

$2,625/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Diagnose a Latency Spike

You ask your agent to analyze logs and pinpoint the cause of sudden network latency.

Resolve Authentication Failures

You ask your agent to review error messages and suggest remediation steps for failed access attempts.

Document a Recent Outage

You ask your agent to draft an incident report summarizing a recent network outage and the resolution process.

Create a Troubleshooting Guide

You ask your agent to assemble a step-by-step guide for resolving a recurring connectivity issue.

How to hire your agent

1

Connect your tools

Connect your existing network monitoring, log management, and configuration tools.

2

Tell your agent what you need

Type: 'Analyze these logs and recommend steps to resolve intermittent packet loss between our data center and remote office.'

3

Agent gets it done

Receive a clear summary of the root cause, step-by-step remediation instructions, and a draft incident report.

You doing it vs. your agent doing it

Scan logs line by line to find errors and anomalies.
Agent scans logs, highlights issues, and summarizes findings.
30 min/incident
Search documentation and forums for protocol-specific fixes.
Agent generates tailored remediation steps instantly.
20 min/issue
Write detailed reports from scratch after each incident.
Agent drafts reports based on your input and findings.
15 min/report
Manually organize and update troubleshooting guides.
Agent assembles and updates playbooks automatically.
15 min/problem

Agent skill set

What this agent knows how to do

Log Analysis

Uploads syslog or SNMP trap files from Cisco, Juniper, or Palo Alto and returns clear root cause summaries.

Remediation Guidance

Examines error messages from Splunk or Datadog and generates tailored troubleshooting steps for network engineers.

Incident Documentation

Drafts incident reports for ServiceNow or Jira based on log analysis and provided context.

Protocol Error Explanation

Interprets protocol-specific issues (e.g., BGP, OSPF) and recommends targeted fixes for the scenario.

Playbook Creation

Compiles recurring solutions into structured playbooks for Confluence or SharePoint, ready for future reference.

AI Agent FAQ

Yes, your agent accepts syslog, SNMP, and event logs from Cisco, Juniper, Palo Alto, and other major vendors. Simply upload or paste the relevant log data for analysis.

All log data is encrypted in transit using TLS 1.3 and is never stored after analysis. The agent operates within strict privacy guidelines to ensure sensitive information is protected.

Absolutely. The agent recognizes common network protocols like BGP, OSPF, and EIGRP, and provides context-aware remediation steps. For proprietary protocols, it offers general guidance.

Most log files under 10MB are processed in less than a minute. For larger files, the agent delivers results within a few minutes, significantly faster than manual review.

Yes, even small teams benefit from the agent's ability to reduce manual analysis and documentation. It helps network admins and engineers reclaim time for strategic projects.

See how much your team could save with AI

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