Mantis360 · Shadow AI detection

Find the AI
nobody approved.

ChatGPT on the finance laptops, an AI coding agent on a developer's machine, an Ollama server on the lab network. Mantis360 finds the AI apps and AI servers in use across every client — then lets you decide which are approved.

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360.mantisops.net · AI usage
Mantis360 AI usage for 250 devices: a banner for a self-hosted AI server answering on the internal network, devices using AI apps, AI apps found and not approved, AI servers on the network and internet-exposed AI, AI apps by category, where the data comes from, and the Network servers tab with an Ollama server confirmed by its banner
Three places AI hides

On the device. On the network.
On the internet.

Shadow AI isn't just a chatbot tab. It's installed apps with access to code and documents, model servers with no login, and AI services left open to the world. Mantis360 looks in all three places.

On every device

AI apps found in the software inventory the MantisOps agent reports, matched against a catalog of 50+ AI apps.

On the network

Self-hosted AI servers — Ollama, LM Studio, Open WebUI, ComfyUI, Jupyter and more — found by Mantis360 network scans.

On the internet

The Security Scan flags AI services your public hosts expose without authentication, using read-only checks.

360.mantisops.net · AI usage › Apps
Mantis360 AI usage Apps tab: each AI app found on devices, such as ChatGPT, Claude, Cursor, Ollama, Otter.ai and Microsoft Copilot, with its category, how many devices run it, why it matters, and Approved or Not approved controls

Every AI app found on your devices, with how many devices run it, why it matters, and a one-click Approved or Not approved decision.

On every device

50+ AI apps, recognised from software inventory.

Mantis360 compares the software inventory the MantisOps agent reports against a curated catalog of more than 50 AI apps — assistants, AI coding tools, meeting recorders, image generators and local-LLM runtimes. Matching is deliberately conservative, so an unrelated app with a similar name isn't flagged.

  • Assistants: ChatGPT, Claude, Copilot, Perplexity…
  • AI coding tools: Cursor, Windsurf, Claude Code…
  • Meeting recorders, image generators, Ollama, LM Studio…
Your policy

Decide what's allowed. Track the rest.

Every app starts with a sensible default — organization-licensed tools such as Microsoft 365 Copilot start approved, consumer services start not approved — and admins can change any of them. Unapproved AI becomes a finding on each device that runs it.

  • Mark each app approved or not approved
  • Unapproved AI counts in the exposure score
  • An AI Usage section in reports
On the network

Self-hosted AI servers, found by network scans.

Mantis360 network scans fingerprint the AI servers people stand up on the internal network — Ollama, LM Studio, Open WebUI, Gradio apps, ComfyUI, Jupyter and OpenAI-compatible model servers. Each is marked confirmed by its banner, or port only, so you know how sure the match is.

  • Confirmed by banner vs. port only
  • Many of these servers ship with no login
  • Across every site you scan
On the internet

AI services exposed without a login.

The website Security Scan checks your public hosts for AI services that answer the internet without authentication — an open Ollama API that lists its models is a critical finding. The checks are read-only: documented status and listing endpoints only, and no prompt is ever sent to a model.

  • Ollama, Open WebUI, ComfyUI, Jupyter, Gradio and model APIs
  • Read-only checks — no prompts, no pulls, no changes
  • Clear fix steps on every finding
The catalog

What Mantis360 recognises.

A curated catalog of more than 50 AI apps, plus the self-hosted AI servers network scans look for. A sample:

Assistants

ChatGPTClaudeMicrosoft CopilotMicrosoft 365 CopilotGoogle GeminiPerplexityDeepSeekGrokPoe

AI coding tools

CursorWindsurfGitHub CopilotClaude CodeOpenAI CodexGemini CLIAiderTabnineAmazon Q Developer

Local-LLM runtimes

OllamaLM StudioGPT4AllJanAnythingLLMllama.cppLocalAIOpen WebUIDocker Model Runner

Image generators

ComfyUIStable Diffusion WebUIFooocusInvokeAIDiffusionBeeDraw Things

Meeting recorders

Otter.aiGranolaFathom

AI browsers & writing

ChatGPT AtlasCometDiaGrammarly

AI servers on the network

OllamaLM StudioOpen WebUIGradio appsComfyUItext-generation-webuivLLM / TGI / LocalAIJupyter

Product names are trademarks of their respective owners and are used only to identify the software Mantis360 detects.

Also new in Mantis360

A sharper Security Scan.

The website Security Scan that finds exposed AI services got smarter across the board.

Technology & version fingerprinting

The scan identifies the software behind a site and its version, so outdated components stand out.

WordPress plugin & theme vulnerabilities

Installed WordPress plugins and themes are checked against a dedicated, daily-updated WordPress vulnerability database.

Threat-intelligence feeds

Curated, daily-refreshed threat-intelligence feeds flag connections to known-bad infrastructure, such as botnet command servers and malicious certificates.

Aware of bot protection

Recognises Cloudflare Access sign-in and bot-protection challenges, so a challenge page isn't graded as your site.

FAQ

Common questions.

AI tools people use at work without IT knowing or approving them — a consumer chatbot on a finance laptop, an AI coding agent with access to source code, a meeting recorder, or a self-hosted model server someone stood up on the network.

It compares the software inventory reported by the MantisOps agent against a curated catalog of more than 50 AI apps, from assistants such as ChatGPT, Claude, Copilot and Perplexity to AI coding tools, meeting recorders, image generators and local-LLM runtimes. Matching is deliberately conservative, so an unrelated app with a similar name isn't flagged.

No. On devices it looks at installed software only. On the network it fingerprints services from scans. The internet check is read-only: it requests documented status and listing endpoints and never sends a prompt to a model.

Yes. Every app starts with a default — organization-licensed tools such as Microsoft 365 Copilot and GitHub Copilot start approved, consumer services start not approved — and admins can mark any app approved or not approved.

Each device that runs one gets a low-severity finding, so unapproved AI shows in Vulnerabilities, counts in the exposure score and appears in the AI Usage section of reports. Approving the app, or removing it from the device, closes the finding.

Mantis360 network scans fingerprint self-hosted AI servers such as Ollama, LM Studio, Open WebUI, Gradio apps, ComfyUI and Jupyter. Each is marked confirmed by its banner, or port only when just a well-known AI port answers.

No. It finds and reports AI use so you can decide what to do about it. Approving an app clears its findings; removing an unapproved app closes them on the device.

No. It's part of Mantis360, priced at $4 per asset per month, and it's in every Mantis360 and MantisOps Complete trial.

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