Best AI-Powered Network Mapping Software

Visualizing your IT topology accurately is the first step to secure, efficient operations—and AI Network Mapping Software automates discovery and documentation. By ingesting SNMP, NetFlow, and API data, machine learning builds dynamic maps of devices, connections, and dependencies. Automated change detection highlights unplanned modifications, while path-analysis tools model failover scenarios and identify single points of failure. Integration with CMDBs and security scanners overlays vulnerability and patch status on the map, guiding prioritization of remediation efforts. Chart your infrastructure with confidence—check out our curated AI Network Mapping Software solutions to maintain an accurate, up-to-date network blueprint.

Last Updated: September 18, 2025

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Popular Picks in Network Mapping Software

Auvik

Auvik

Contact Vendor

Datadog

Datadog

$15 Per month

Faddom

Faddom

$6,000 Per year

List of Top AI Network Mapping Software Solutions

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Visualize Your Hybrid IT Infrastructure Interdependencies in Minutes

Faddom provides comprehensive, real-time network visibility by analyzing traffic flows and automatically mapping connections between servers, routers, subnets, and applications. It supports internal and external communication mapping, making it ideal for troubleshooting, segmentation, and security validation. Faddom runs passively and securely—no credentials, agents, or reconfiguration needed�... Read more about Faddom

Free Trial

14 Days

Pricing Type

$6,000 Per year

Location

United States

All the tools you need to streamline your cloud.

Google Cloud offers a suite of powerful cloud computing services designed to help businesses innovate and scale. Its scalable infrastructure provides reliable storage and computing power for applications of any size. With advanced machine learning capabilities, businesses can extract valuable insights from their data and enhance decision-making processes. Google Cloud's extensive network of data c... Read more about Google Cloud

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