---
title: "Winston AI integration for LuumenAI"
url: "https://www.luumen.ai/integrations/winston-ai/"
entity: SoftwareIntegration
category: "Identity & security"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Winston AI integration for LuumenAI

Check text for AI generation, plagiarism, and overlap, from the terminal

## What LuumenAI can do with Winston AI

LuumenAI connects to Winston AI with an API token and exposes 3 tools (3 read-only). Every tool is read-only, so it can answer questions from Winston AI but cannot change anything in it. Read actions still follow the configured access and approval policy.

## Key facts

- Authentication: API token
- Tools available: 3 tools (3 read-only)
- Deployment: scoped as part of your Pilot, Platform, or Managed rollout
- Category: Identity & security

## About Winston AI with LuumenAI

Connect Winston AI with an API key and ask about a piece of text without leaving your terminal. WINSTON_AI_AI_TEXT_DETECTION scores how likely it is machine-written. WINSTON_AI_PLAGIARISM_DETECTION looks for copied passages. WINSTON_AI_TEXT_COMPARE puts two versions side by side. All three are read-only, so answers come back right away and nothing in Winston AI changes.

## Example tools

Read-only (3 in total):

- `WINSTON_AI_AI_TEXT_DETECTION` — Detect AI-generated text.
- `WINSTON_AI_PLAGIARISM_DETECTION` — Detect plagiarism.
- `WINSTON_AI_TEXT_COMPARE` — Compare two texts.

## Frequently asked questions

### How does LuumenAI connect to Winston AI?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Winston AI on its own?

No. Every one of the 3 tools is read-only, so LuumenAI can answer questions from Winston AI but cannot change anything in it. Read actions still follow the configured access and approval policy.

### Is there an audit trail?

Every call to Winston AI is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/winston-ai/