AI Data Leakage Protection
Platforms that intercept and inspect AI prompts and outbound requests to prevent data leakage and support compliance.
- ai security
- data leakage prevention
- outbound inspection
- data privacy
- on-device security
- compliance tooling
- 4
- Total launches
- 1
- Last 30 days launches
- +25%
- 30D launch share
- February 06, 2026
- Category created
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Each bar shows companies first seen in that calendar month over the last 12 months.
Companies in this category
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redecta.com
Redecta is a technology, information and media business that provides enterprise security layer to automatically mask sensitive data in AI workflows.
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silentguard.ai
SilentGuard AI is a technology company that provides on-device data protection for AI workflows and confidential data interception.
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cattlegrid.uk United Kingdom
CattleGrid is a technology company that protects AI integrations by intercepting and inspecting outbound requests to prevent data leaks.
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privent.ai Italy
Privent is a SaaS business that intercepts GenAI prompts in real time to prevent leakage and enhance AI security.
Related categories
Frequently Asked Questions
01
What are AI Data Leakage Protection platforms?
AI data leakage protection platforms guard AI workflows by intercepting and inspecting prompts and outbound requests to prevent confidential information from leaving an organization. The sample shows a focus on data leakage, on-device and outbound inspection, and compliance tooling, which centers the category on securing AI interactions and governance.
02
Why are new AI Data Leakage Protection platforms launching now?
New launches appear as organizations seek to secure GenAI and AI service usage within workflows. The Emergence Index tracked four launches in this category, with emphasis on data leakage prevention, AI security and compliance tooling, indicating continued attention to safeguarding sensitive information as AI adoption widens.
03
Who typically buys AI Data Leakage Protection software?
Buyers are security and IT teams responsible for data governance and regulatory compliance, often accompanied by risk and privacy officers. They seek real time prompt interception, data masking or blocking and visibility into AI interactions to prevent leakage across internal and third party AI tools.
04
How is AI Data Leakage Protection different from data privacy tools?
AI data leakage protection focuses on preventing sensitive content from leaving an organization during AI workflows, including outbound inspection and prompt analysis. Data privacy tools tend to focus more broadly on data handling and access controls across systems; choose AI leakage protection when the primary risk is leakage through AI prompts and responses.
05
What launch signals suggest AI Data Leakage Protection is gaining momentum?
Signals include four tracked launches and recurring themes around ai security, data leakage prevention and outbound inspection. Analysts should watch for deeper integration with compliance logging and on-device scanning, as well as broader adoption across enterprise AI tooling and governance workflows.