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ChatGPT Enterprise DLP Integration: API Data Protection Demo

netskope
04/02/2026
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Previously we showed that we were able to connect an account. Today I will show what happens after you grant the ChatGPT instance and workspace ID. What a customer would do after connecting an instance is to visit the policy page and to create a API data protection policy. You can see here that I've already created one with ChatGPT. In this case, it's a very broad policy. Any conversation within the ChatGPT workspace will apply to this policy. It is looking for, in particular, a DLP profile that looks for US PII. In this case, it is called ChatGPT policy. Looking at some of my previous conversations, I just entered in this information and I can show in the UI what happens based on this information that I've entered. You would first see an alert in the alert section or scope IT. Here there are two kinds of alerts. They are DLP alerts, but they are alerts based on the two different object types. There is the message as well as the file. If you click into the file, you can see that this channel is sensitive information request denied. You have the object itself, which is the PDF, and the policy name, ChatGPT policy. If you click the first message, it is this message. The exposure is based on the owner. The third message as well here is the message that violated the US personally identifiable information. The user will not only look at the alerts. Following the alerts, they will also look at the dashboard. If you click API-enabled protection, you can look at the dashboard and in inventory, you will be able to see all messages and files. What I wanted to show is for ChatGPT, the previous files and messages, and you can filter based on content. You can look at the attachment, which is here in ChatGPT. You can see the sample data and inventory. This is the file owner, is me, and this is when it was uploaded just a few minutes ago. You can also see the messages from ChatGPT here as well. This is the message that I just sent just one minute ago at 6.20. If you go back to the scope IT alerts, you should be able to see the new messages that I entered in just a few minutes ago. In this case, there is both the message that I sent as well as the message that ChatGPT also sent. One last section where you should be able to see is the DLP incident, which is basically here. These are the three incidents where you have the initial message, 6.09, the PDF that I uploaded as well as the most recent message here. This is the specific message and the channel where this was, or the conversation, sensitive information denied, and this is the date of birth address, the DLP rule violation. Thanks for your time.

TL;DR

  • Netskope's ChatGPT Enterprise integration enables API-based DLP policy enforcement that monitors both user messages and file uploads for sensitive data violations in real-time.
  • The platform generates distinct alert types for messages versus files, allowing security teams to quickly identify and investigate PII exposure across different content formats.
  • Dashboard inventory provides comprehensive visibility into all ChatGPT workspace activity, with filtering capabilities to isolate specific conversations, attachments, and compliance violations.
  • DLP incident management captures detailed context including conversation channels, specific rule violations, and timestamps for both user inputs and AI-generated responses.

Summary

This technical demonstration walks through the practical implementation of Netskope's API-enabled data protection for ChatGPT Enterprise environments. Building on a previous connector setup demo, the walkthrough shows how security teams can create and enforce DLP policies that monitor both user messages and file uploads within ChatGPT workspaces. The demonstration covers the complete workflow from policy creation through alert generation and incident investigation, highlighting how the platform detects US PII violations in real-time across conversation content and attached documents. Security administrators can leverage the API-enabled protection dashboard to view comprehensive inventory of all ChatGPT messages and files, filter by content type, and drill into specific DLP incidents showing exact rule violations such as date of birth and address exposure. The integration provides visibility into both user-submitted content and ChatGPT responses, enabling organizations to maintain compliance guardrails around sensitive data handling in generative AI applications.

Chapters

0:00 - Introduction and Context
0:23 - Creating API Data Protection Policies
1:12 - Reviewing DLP Alerts
2:14 - Dashboard and Inventory Navigation
3:58 - DLP Incident Investigation

Key Quotes

0:28 "What a customer would do after connecting an instance is to visit the policy page and to create a API data protection policy."
0:40 "Any conversation within the ChatGPT workspace will apply to this policy."
1:21 "They are DLP alerts, but they are alerts based on the two different object types. There is the message as well as the file."

Categories:
  • » Webinar Library » Netskope
  • » Data Protection » Backup & Recovery
  • » Cybersecurity » Data Security
  • » Data Protection
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  • Data Protection
  • AI & Machine Learning
  • Compliance & Governance
  • Demo
  • Technical Deep Dive
  • ChatGPT Enterprise Security
  • API-Based Data Protection
  • Data Loss Prevention
  • PII Detection
  • Generative AI Compliance
  • Security Policy Enforcement
  • DLP Incident Management
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