--- title: "Capabilities" id: "26724" type: "page" slug: "capabilities" published_at: "2026-09-07T00:57:13+00:00" modified_at: "2026-10-08T17:41:22+00:00" url: "https://ipfabric.io/capabilities/" markdown_url: "https://ipfabric.io/capabilities.md" --- # Cloud & Network Digital Twin Capabilities IP Fabric discovers complex hybrid environments in a click. Get highly contextualized insights that any network, cloud, or security team can use to take action. [Contact Us](https://ipfabric.io/company/contact/) [Self-Guided Demo](https://ipfabric.io/ip-fabric-guided-demo/) [https://ipfabric.io/wp-content/uploads/2026/09/FINAL-IPF-Markitecture-Diagram.png](https://ipfabric.io/wp-content/uploads/2026/09/FINAL-IPF-Markitecture-Diagram.png) ## Why Trust IP Fabric? Over half of organizations say they can’t trust their network data. IP Fabric is on a mission to change that by delivering an evidence-grade model of your network, cloud, and application behavior. ### Run Agentless, API-Native Discovery Start from a single IP address, and let IP Fabric discover every neighbor until 100% of on-prem devices and cloud objects are found. ### Build Native Topologies Build topologies based on observed cloud and network behavior. Run full path simulations from Layer 1–Layer 3 all the way to critical applications. ### Share Instant Insights Export vendor-neutral insights to every team, tool, and AI agent via open API. Build custom checks and reports without any specialized query languages. ## Discovery & Context Build a [vendor-neutral model](https://ipfabric.io/network-discovery-and-context/) of every known or unknown device and cloud object. Get a normalized view of all: - Dependencies - Configurations - State protocols - End-to-end paths - Vendor boundaries - All [supported vendors](https://matrix.ipfabric.io/) [Learn More](https://ipfabric.io/network-discovery-and-context/) ## Intelligence & Validation Determine how network, cloud, and applications interact to deliver critical services. [Validate](https://ipfabric.io/network-intelligence-and-validation/) this model against your intended state using: - Full & partial network snapshots - End-to-end path lookups - Quick & intuitive intent checks - Pre & post-change validation [Learn More](https://ipfabric.io/network-intelligence-and-validation/) ## Ecosystem & Extensibility Ensure that every team, tool, and AI agent is informed by the same application-aware network and cloud model. [Share IP Fabric’s normalized insights](https://ipfabric.io/network-ecosystem-and-extensibility/) via: - User-friendly GUI - Seamless API integrations - Enterprise-grade MCP server [Learn more](https://ipfabric.io/network-ecosystem-and-extensibility/) ## Trusted to Govern the World’s Most Complex Networks IP Fabric informs critical workflows in manufacturing, healthcare, finance, retail, transportation, and more. > I don’t know any other tools capable of drawing diagrams automatically with this level of detail about protocol. --- Stephane Deroch Network and System Engineer @ Air France-KLM [Read Customer Story](https://ipfabric.io/resource/air-france-network-assurance-brings-new-heights/) > I have a budget all the way through 2031 knowing exactly what’s in our environment to be replaced. --- Chris Dooly Senior Lead Network Engineer @ Under Armour [Read Customer Story](https://ipfabric.io/blog/how-under-armour-uses-ip-fabric-to-keep-big-projects-moving/) > IP Fabric is the glue for the data you have from all your sources… You need this level of insight. --- Martin Moucka IT Network Manager @ Red Hat [Read Customer Story](https://ipfabric.io/resource/red-hat-are-automation-superheroes-network-assurance-is-their-superpower/) ## FAQs How Is IP Fabric Different Than Other Network Digital Twins? IP Fabric is the foundational data layer for your hybrid multi cloud environment. It automatically discovers and models your network, cloud, and applications, then shares that trusted model with everything downstream via API or [MCP server](https://ipfabric.io/get-a-demo-of-ip-fabric-enterprise-mcp-server/) . IP Fabric is read-only, and will not automatically make changes in your environment, which makes it uniquely positioned to help you govern the network. For example, you can: - Supply every tool with a complete and accurate network model. - Ingest and validate data from any [CMDB](https://ipfabric.io/blog/cmdb-health-ip-fabric-servicenow-integration/) or [Source of Truth](https://ipfabric.io/source-of-truth-accuracy/) . - Accelerate [troubleshooting](https://ipfabric.io/network-troubleshooting-incident-resolution/) for network, cloud, or application issues. - Initiate remediation workflows by populating ITSM & [change management](https://ipfabric.io/network-planning-change-management/) tickets. - Fuel [automation and AIOps](https://ipfabric.io/network-automation-and-aiops/) with structured, normalized data. Ultimately, IP Fabric ensures that every team and workflow is informed by the same understanding of your network, cloud, and application behavior. Where Does IP Fabric Sit In My Ecosystem? IP Fabric is the only network digital twin that can give you an app-aware understanding of your actual cloud and network behavior. IP Fabric also offers: - The most complete and accurate discovery using read-only access. No SNMP required. - The most intuitive and customizable user experience, no advanced coding or query languages required. - The most extensible platform, thanks to vendor-neutral insights and open API approach. - The most transparent and predictable [pricing](https://ipfabric.io/pricing/) . - The most ideal foundation for governance, as it does not make changes in your environment, and maintains a separation of duties. The fastest way to see the difference is against your own environment. [Contact our team](https://ipfabric.io/company/contact/) to learn more. How Is IP Fabric Different Than a Monitoring / Observability Tool? IP Fabric was built to complement your monitoring and [observability](https://ipfabric.io/blog/observability-tool-with-infrastructure-assurance/) tools, rather than replace them. Monitoring tools can tell you what your network is doing right now, and observability tells you why it’s behaving that way. IP Fabric tells you whether the network is behaving as intended—and if not, it tells you exactly where intent diverges from reality. Who Can Benefit From Using IP Fabric? IP Fabric’s infrastructure intelligence is completely vendor-neutral, and can be queried using natural language, so any team or tool can benefit from using it. For example: - Network teams can safely automate [change management](https://ipfabric.io/network-planning-change-management/) , [troubleshooting](https://ipfabric.io/network-troubleshooting-incident-resolution/) , and other critical workflows. - Architecture teams can plan and understand the impact of projects like [refreshes](https://ipfabric.io/network-refreshes-migrations-deployments/) and [M&As](https://ipfabric.io/mergers-acquisitions-divestitures/) . - Security teams can discover unmanaged devices and validate [security controls](https://ipfabric.io/network-security-posture-management/) (e.g. segmentation). - Compliance teams can generate timestamped, audit-ready evidence for all major [regulatory standards](https://ipfabric.io/regulatory-compliance/) . - AI & automation teams can build with [AI-ready data](https://ipfabric.io/network-automation-and-aiops/) , and validate every automated workflow. - Executives can easily tie network performance to budgeted initiatives, and check on network [security](https://ipfabric.io/network-security-posture-management/) / [compliance](https://ipfabric.io/regulatory-compliance/) posture. ## See IP Fabric In Action [Contact Us](https://ipfabric.io/company/contact/) [Self-Guided Demo](https://ipfabric.io/ip-fabric-guided-demo/)