> ## Documentation Index
> Fetch the complete documentation index at: https://docs.infrawatch.com/llms.txt
> Use this file to discover all available pages before exploring further.

# InfrAI

> Ask a question in plain language and watch InfrAI map the connected infrastructure

InfrAI cuts analyst investigations down from 5 hours to 5 minutes, using the
premier internet infrastructure intelligence dataset. Give it an observation -
an IP, a domain, a range, a report indicator - and it searches across
Infrawatch datasets, streams each step as it runs, and builds a connected
evidence graph you can keep.

<img src="https://mintcdn.com/infrawatch/aPhTysKB8UiYgA_x/images/sections/investigation-live.svg?fit=max&auto=format&n=aPhTysKB8UiYgA_x&q=85&s=fcb0108acecd51518f4501dc976b16da" alt="InfrAI expanding an investigation graph from a seed host to passive DNS, service, and host evidence" className="my-8 w-full rounded-2xl" width="640" height="300" data-path="images/sections/investigation-live.svg" />

InfrAI is available from anywhere in the platform. Open the InfrAI chat, ask
your question, and the investigation runs in place.

<CardGroup cols={2}>
  <Card title="Watch a live investigation" icon="https://mintcdn.com/infrawatch/gCEz_Bv1hOrMPG8n/images/products/live.svg?fit=max&auto=format&n=gCEz_Bv1hOrMPG8n&q=85&s=4bab555c04505538562474de0dfb4e38" href="/infrai/live-investigations" arrow width="32" height="32" data-path="images/products/live.svg">
    See how a question becomes parallel pivots, streamed steps, and a graph.
  </Card>

  <Card title="Investigate an IP manually" icon="https://mintcdn.com/infrawatch/hFIgmGIh7O3VGQHG/images/products/investigate.svg?fit=max&auto=format&n=hFIgmGIh7O3VGQHG&q=85&s=07af7d2d72ee29e21a6f8df34da95847" href="/use-cases/investigate-an-ip" arrow width="32" height="32" data-path="images/products/investigate.svg">
    Follow the same evidence path without the agent.
  </Card>
</CardGroup>

## From a question to an evidence graph

The agent follows the same evidence path an analyst can inspect manually:

<Steps>
  <Step title="Understand the question">
    Start with an IP, domain, report, project asset, or a plain-language
    question. The agent keeps the current project and selected evidence in
    context.
  </Step>

  <Step title="Build validated searches">
    InfrAI translates the question into dataset-specific InfraQL and validates
    each query before execution.
  </Step>

  <Step title="Connect the evidence">
    Results from Scanning, DNS, proxy classifications, and Reports become typed
    nodes and relationships rather than an unstructured answer.
  </Step>

  <Step title="Save the investigation">
    Keep useful nodes, relationships, notes, and source observations in the
    project so another analyst can review or continue the work.
  </Step>
</Steps>

## What the agent can do

* **Build validated searches** - Turn a natural-language question into InfraQL
  and validate it before opening results.
* **Search across datasets** - Combine host, service, DNS, proxy, and report
  context without losing the source observation.
* **Summarize evidence** - Explain the important context already visible in the
  graph and link back to the underlying result.
* **Pivot through infrastructure** - Expand from an IP or report indicator to
  connected services, names, networks, and reporting.
* **Create investigation graphs** - Save nodes, relationships, and evidence in
  the selected project.
* **Preserve analyst context** - Continue a conversation and return to the saved
  investigation later.

Every graph edge should lead back to an Infrawatch observation or attributed
report. InfrAI supports the investigation; it does not replace verification.
Open the linked result before treating a generated conclusion as fact.

## Start from a host

Open a host and choose **Investigate**. Infrawatch creates an investigation in
the selected project, seeds the graph with the host, and begins gathering
related evidence.

You can also ask InfrAI to:

* Find infrastructure related to an IP or domain.
* Explain an observed service or fingerprint.
* Summarize report indicators.
* Generate a Scanning or DNS query.
* Add useful pivots to the current investigation.

<CardGroup cols={2}>
  <Card title="Projects" icon="https://mintcdn.com/infrawatch/hFIgmGIh7O3VGQHG/images/products/projects.svg?fit=max&auto=format&n=hFIgmGIh7O3VGQHG&q=85&s=72bbbb11db9c579733069eaadb576b31" href="/platform/projects" width="32" height="32" data-path="images/products/projects.svg">
    Keep investigations, indicators, notes, and saved queries together.
  </Card>

  <Card title="Learn InfraQL" icon="https://mintcdn.com/infrawatch/gCEz_Bv1hOrMPG8n/images/products/search.svg?fit=max&auto=format&n=gCEz_Bv1hOrMPG8n&q=85&s=e80dbe9b7724f88ce870e69cb367b435" href="/search" width="32" height="32" data-path="images/products/search.svg">
    Read and adapt the queries InfrAI runs on your behalf.
  </Card>
</CardGroup>
