Hook: Every Confluence screenshot from a support ticket contains a customer's name. Over 3 years of documentation, that's thousands of GDPR Article 5 violations. Here's the technical fix.
The Challenge
IT and customer support teams routinely share screenshots for internal collaboration: "here's what the customer's account looks like," "this is the error they're seeing," "can you review this configuration?" These screenshots contain visible text — customer names in UI headers, email addresses in form fields, account IDs in URL bars, personal data in data tables. When shared in internal chat tools (Slack, Teams, Discord) or documentation systems (Confluence, Notion), they create a PII trail that violates GDPR data minimization principles. The IT support community in enterprise Discord servers specifically identifies "screenshots with customer data" as a systematic but unaddressed privacy gap.
By the Numbers
- When shared in internal chat tools (Slack, Teams, Discord) or documentation systems (Confluence, Notion), they create a PII trail that violates GDPR data minimization principles.
Technical Approach
The text-based image PII detection service identifies PII in text-format images — screenshots where text was rendered at sufficient resolution to be machine-readable. This covers the most common support workflow screenshot format (UI screenshots at standard screen resolution). Detected text PII is flagged for review or masked in-place.
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