Artificial Intelligence

NetBrain’s AI-driven insights help you tackle a wide range of network challenges with ease. For example:

• Diagnose why R1 interface e0/1 is down or determine why host10.10.234.1 is unreachable.
• Investigate why R10 BGP neighbor 20.20.20.1 is down or identify the cause of Application XYZ runningslow.
• Verify multicast configurations by checking multicasting 239.0.0.1 or assess the health of site BCD.

• Ensure compliance by asking, “Is R10 NIST-compliant?” or review recent changes with, “Does R10 have any config changes last week?”
• Validate configurations by checking configuration rules for R10 or assess security risks with, “Does any device in the map have a CVE vulnerability?”

Automation Insight – Puts Automation at Your Fingertips

Find and access all automation related to a mapped area of your network in a single place, including golden intent, golden config, ADT intent, intent from the observability dashboard, published intent, CLI, and config.

AI Document - Adds Finesse to NetOps Reporting

Create a report with AI refinement using natural language input for tailored output.

Knowledge Document

Put your know-how and unique process steps into a text document for AI to use to do its reasoning and find the answers.

AI Bot

AI-Driven Network Insights on Demand

Troubleshoot in natural language, ask diagnostic questions and receive context-rich responses, dynamic maps, and action plans for streamlined issue resolution.

Everyone’s Chatbot for Simple Automation Requests

Your translator and interface between engineers and their networks. Use natural language input to easily access network data like IP addresses, DNS, neighbors, and device logs without using CLI or a complex network management tool. AI will execute the automation for you and summarize the output in natural language in any format.

Shift-Left Troubleshooting with GenAI

Unlock the power of instant network configuration validation and auto-remediation. Our AI-driven solutions ensure that your network operates seamlessly, allowing for immediate detection and correction of issues as they arise.

Instant Network Configuration Validation and Auto-Remediation

Experience real-time monitoring that validates your network configurations instantly. With our auto-remediation capabilities, you can resolve potential issues before they impact your operations, keeping your network robust and reliable.

Automate Complex Troubleshooting with AI-Powered Action Plans

Say goodbye to cumbersome troubleshooting processes. Our AI-powered action plans simplify complex problem-solving, enabling your IT teams to focus on strategic initiatives rather than getting bogged down in technical difficulties. Enjoy more efficient operations and enhanced network performance with our cutting-edge technology.

Diagnosis, Change, and Assessment

The AI Bot assists engineers by providing actionable insights during core workflows. It answers network-specific “how-to” questions with tailored action plans and leverages the Digital Twin data model for optimal results.

Orchestrated Automation

Next, the AI Bot rapidly executes automation and multi-vendor CLI in conjunction with the no-code automation in the background.

Summarized Output

It presents summarized output in natural language, providing users with easily scannable tabular data and easy-to-interpret summary dashboards of automation results.

AI-Assisted Ticket Analysis

AI automatically processes, understands, and analyzes historical ticket data, teaching the automation and human how to troubleshoot similar incidents proactively in the future.

Streamline network operations, accelerate problem-solving, and build a more resilient network by turning your historical ticket data into actionable intelligence.

Intelligent Ticket Processing

• Advanced language models automatically read, interpret, and categorize incident tickets with unparalleled speed and depth.
• Understands the context and nuances of each reported issue.

Automated Knowledge Generation

• Automatically extracts useful information from historical tickets, turning raw data into a valuable, living knowledge repository.
• Generates actionable knowledge documents which summarize troubleshooting steps, making automation accessible and repeatable.

Accelerated Incident Resolution

• Significantly improves incident management efficiency by providing instant insights, directly contributing to reduced Mean Time to Resolution (MTTR).
• Standardizes troubleshooting processes, ensuring consistent and effective problem-solving across your team.

Proactive Problem Prevention

• Enhances triggered automation by learning from past incidents and identified patterns.
• Empowers your teams to shift from reactive firefighting to proactive outage prevention, stopping issues before they impact services.

Scalable Insights & Analysis

• Process massive volumes of historical data with powerful batch analysis capabilities.
• Creates “insight prompts” to accelerate diagnosis of similar incidents in the future.

How it Works

• Upload: Upload past ticket data in a CSV or Excel file.
• Analyze: AI automatically categorizes issues and finds solutions.
• Learn: Generates troubleshooting guides and prompts to help your team solve similar problems faster in the future.

Gain insights needed to troubleshoot incidents at an unprecedented scale.

Parser Assistant by AI

AI Parser Assistant helps teams create parser rules using guided prompts and AI assistance, reducing reliance on specialized parsing expertise and accelerating time to value for automation workflows.

AI-Powered Parser Creation

Generate parser rules in seconds without mastering complex grammar or regex. Simple AI prompts transform raw CLI output, including configurations, tables, status and outputs, into actionable, structured variables, tables, and paragraphs ready for automation, dashboards, and downstream systems. Instantly generate complete parser rules without writing or debugging parsing logic, keeping you in control to review, edit, and fine-tune the rules.

Parse CLI Output without Confusing Grammar

• Convert raw CLI output into clean, structured data instantly without needing visual parsing grammar.
• Use simple prompts to generate accurate parser rules, eliminating dependency on specialized expertise.
• Accelerate automation onboarding and standardize data extraction across teams.
• Turn device outputs into automation ready inputs for runbooks and assessments in less time.
• Validate and refine parsing logic quickly to support faster iteration.

Intelligent Rule Conversion

The system automatically translates AI-generated regex into standard NetBrain visual parser patterns, streamlining the setup of single variables, tables, and nested paragraphs.

How it works:

1. Provide a sample CLI output from the command you want to automate.
2. Use guided prompts to generate and refine parser rules.
3. Validate the extracted fields and iterate instantly.
4. Use the structured output in runbooks, assessments, and automation workflows.

Example:

Type show interfaces. Ask for fields like status or CRC errors—AI instantly returns structured data. No regex.

“Get me interface name, status, MTU, and CRC errors.”

AI does the hard part:

It instantly scans the text, finds the patterns, and writes the extraction rules.

You get:

Perfectly structured data in seconds.

The result:

Skip weeks of learning parser coding. The AI builds the automation for you—so your systems can immediately monitor interfaces and trigger alerts.

Zero Regex. Zero Parser Grammar.

You don’t need to write regex. You don’t need to learn parser grammar.

Traditional parsing forces you to become a regex expert just to extract data from CLI outputs. AI Parser Assistant eliminates that barrier entirely.

• No regex writing: Describe what you want in plain English. AI handles the pattern matching.
• No debugging: Regex is notoriously brittle. AI generates validated patterns that work the first time.
• No regex expertise required: Your network team knows the CLI outputs. That’s all they need.

The regex happens behind the scenes. AI translates your prompts into accurate regex patterns, then automatically converts them into standard NetBrain visual parser rules. You never touch the regex unless you want to.

Self-Service Parsing: Turn Any Device Output into Actionable Automation Data

Empower teams to instantly normalize device outputs without relying on specialized parser authors. By enabling consistent, reusable parsing across your organization, you can standardize operational checks, eliminate integration bottlenecks, and rapidly scale automation coverage—all without custom code or vendor dependencies.

Accelerate automation by accelerating parsers
AI Parser Assistant helps teams turn CLI output into automation ready data faster, so more workflows can be automated with less friction and less dependency on niche expertise.