AI Cyber Asset Intelligence

Your AI Is Only as Good as the Data It Acts On

Every automation, every prioritization, every AI-assisted decision depends on asset data that’s complete, consistent, and current. Lansweeper has built the AI engine that makes that possible.

Trained on observations from 30,000+ environments.

The Problem

AI Scales Whatever You Feed It, Including Your Blind Spots

IT and Security teams are adopting AI-assisted workflows for everything. But these systems inherit every gap, duplicate, and inconsistency in your asset data, and they scale those mistakes faster than any human could.

Incomplete Discovery

If your asset inventory misses devices, your vulnerability scanner can’t flag what it doesn’t know exists. AI inherits that blind spot.

Unstructured, Conflicting Data

“Microsoft Office 365 ProPlus,” “M365 Apps for Enterprise,” “Office 16.0”. Same software, three records. When asset data is messy, every downstream system operates on a foundation it can’t trust.

Stale Data, Blind Security

A scan from last Tuesday doesn’t reflect your network right now. And without a complete, current inventory underneath, security can’t answer what matters: what’s our real attack surface, and can we prove it?

AI amplifies whatever you feed it. Make sure it's right.
Lansweeper provides the continuously validated, structured asset intelligence that AI workflows, automation, and security tools depend on to operate accurately.
Every asset across IT, OT, cloud, and IoT, discovered and kept current
One reconciled, trusted view both IT and Security work from
Validated intelligence fed directly to AI agents and security tools
The payoff
AI that scales your operations, not your blind spots.

Platform Overview

AI Cyber Asset Intelligence Platform

A continuously validated foundation that gives IT and security teams a shared, trusted view of everything in their environment.

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  • See what’s actually there

    Continuously discover and classify every asset across IT, OT, cloud, and IoT — managed, unmanaged, and shadow — without manual effort.

  • Know what matters most

    Normalize and apply context, vulnerability data, and lifecycle signals to assess risk, forecast spend, and surface optimization opportunities.

  • Act with confidence across tools

    Deliver trusted asset intelligence to ITSM, CMDB, and security tools so actions are accurate, scoped, and prioritized.

Continuous AI Innovation

A Decade of AI Intelligence

Lansweeper has been building and shipping machine learning models since 2015, each generation compounding on the accuracy of the last. Trained on real-world asset data from day one.

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    2015 – 2019

    We build our foundation using ML to identify devices through network signals.

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    2020 – 2022

    Closed-loop learning to power credential free device recognition.

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    2023

    Models tuned to process 5M+ software titles and reconcile with vulnerability data (CPE/CVE).

  • AI-Timeline_Subnet Interference - No BG

    2024

    Integrating subnet inference routing to map network boundaries and locations.

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    2025

    LLM-based assistant and analytics support.

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    2026

    Lansweeper MCP and document builder, allowing AI agents to act on Lansweeper data and insights.

Why Lansweeper

What Sets Lansweeper Apart

Trained on Billions of Observations, Not Static Signatures

Our models learn from real-world device and identity signals across thousands of environments.

Recognition and Discovery Reinforce Each Other

Better discovery feeds better recognition. Better recognition feeds better discovery. This closed-loop system is fundamentally different from tools that treat detection as a one-pass scan.

Data Is Structured for Machines, Not Just Dashboards

Lansweeper doesn’t just surface asset data for humans to read. It normalizes and structures that data so automation engines, security tools, and AI agents can operate on it directly.

Collective Intelligence From Thousands of Environments

Anonymized intelligence from real-world environments helps you benchmark your posture, identify exposure patterns, and prioritize remediation informed by what’s happening globally.

Use Cases

Four Ways the Shared Foundation Reduces Risk

From total visibility to Zero Trust enforcement, every use case is built on one continuously validated source of truth.

  • Total Visibility

    See Every Asset. Trust What You See.

    One continuously validated source of truth across your entire cyber estate.

    Get the full picture
  • Coverage, Drift, and Exposure

    Know What’s Protected. Know What’s Changed.

    Continuously verify control coverage, detect drift, and surface exposure before it becomes an incident.

    Find coverage gaps
  • Risk to Remediation

    Close the Gap Between Finding Risk and Fixing It

    Turn security findings into structured IT workflows with clear ownership, context, and end-to-end tracking.

    Turn findings into action
  • Zero Trust & Segmentation

    Enforce Access and Segmentation Policies on Verified Facts

    Zero Trust and segmentation controls only scale when asset classification is accurate and current. Lansweeper provides the verified foundation both require.

    Enforce on verified facts
Capabilities

The AI Capabilities That Power These Outcomes

  • AI Usage Tracking

    Discover every AI tool, service connection, and AI-capable device running across your environment.

  • AI Search

    Query your environment in natural language. Get structured answers from real asset data.

  • AI Assistant

    Generate exposure reports, summaries, and asset insights directly from reconciled data.

  • Risk Context

    Map CVE/CPE vulnerabilities to normalized assets. Validate control coverage across the estate.

  • Collective Intelligence

    Benchmark your posture against anonymized data from real-world environments.

  • AI Workflow Connectors

    Native integrations with Anthropic, OpenAI, Gemini, DeepSeek, and Azure OpenAI in Flow Builder.

  • MCP Server

    Expose validated asset intelligence to AI agents through a structured, machine-readable interface.

Lansweeper MCP Server

Agentic-Ready

Structured Data, AI-Driven Action

AI agents will triage incidents, execute remediations, enforce policies. But they'll only be as effective as the asset context they have access to.

Lansweeper’s MCP server and structured data layer are built for this shift, giving AI agents access to validated, machine-readable asset intelligence. Not a CSV export from last week. Not a cached API response. The actual state of your environment, structured for action.

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