Atlassian Jira DLP | AI-Native Data Leak Prevention | Nightfall AI

Nightfall Launches MCP Gateway to Govern AI Agents

AI-powered Data Loss Prevention (DLP) for Atlassian Jira

Automatically detect and secure secrets, credentials, PII, PHI, and PCI data anywhere in Jira, with capabilities far beyond Atlassian Guard.

The Data Loss Prevention Challenges in Atlassian Jira

Jira has become the central nervous system for project management, but it creates unique data security blind spots that Atlassian Guard and traditional solutions fail to address.

Sensitive data exposure in Jira tickets

Sensitive PII, PHI, PCI and credentials appear in ticket descriptions, comments, and attachments across unlimited projects, often embedded in screenshots or formatted text that basic pattern matching misses.

Intelligent, automated policy enforcement.

Automated integrations with Slack, GitHub, Confluence and dozens of other apps funnel sensitive information into Jira tickets without appropriate security controls or visibility.

Historical accumulation risk

Years of completed tickets contain hidden credentials, customer data, and proprietary information accessible to expanding teams with varying permission levels and third-party contractors.

Nightfall AI DLP for Atlassian Jira DLP

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Key Benefits

AI-powered

Pre-trained LLM and Computer Vision models detect sensitive content with 95% precision - even within screenshots, code blocks, and cross-application integrations where Guard fails completely.

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Ease of use

Direct API integration with Jira Cloud - no agents or proxies. Simple, intuitive workflows without complex rules that slow down security teams and frustrate employees.

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Comprehensive coverage

Monitor ticket descriptions, comments, attachments, and custom fields across all projects and boards. Scan both real-time and historical tickets across 150+ file types.

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Streamline Security Operations

Instantly redact, delete comments, attachments in tickets containing violations. Schedule automated remediation to avoid disrupting employee workflows. Create automatic Jira tickets for security teams when critical data is exposed.

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Human Firewall

Coach employees with immediate notifications via Slack, Teams, email or auto-create Jira tickets. Allow employees to provide business justification without disrupting agile workflows.

Loved by innovative security teams

95%

precision

10x

lower total cost of ownership

80%

self-resolution

Testimonials

“We want to allow our folks to use the power of generative AI but in a safe and approved way. Nightfall gently redirects our people to the safe gen AI sites and helps us by blocking attempts from folks putting PII or customer data into ChatGPT and other tools.”
Jay Crumb
Head of Security

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“If we didn't have Nightfall, we would need a full-time data auditor. That's headcount that we don’t have. Nightfall allows us to creatively solve our data security challenges.”
Chris Chipman
Enterprise IT Architect

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“Nightfall is reliable. When it says there’s a detection, we trust that detection. For people in my field, that’s a big factor. You don’t want to waste time chasing ghosts.”
Victor Sogaolu
Staff Security Engineer

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Schedule a live demo

Tell us a little about yourself and we'll connect you with a Nightfall expert who can share more about the product and answer any questions you have.

Not yet ready for a demo? Read our report:

The 2026 AI Agent Risk & Action Report