# From Two Years to Two Weeks: How Labelbox Erased Its Security Debt with Snyk's AI-Accelerated Remediation

DevFeed: [From Two Years to Two Weeks: How Labelbox Erased Its Security Debt with Snyk's AI-Accelerated Remediation](<https://devfeed.tech/articles/from-two-years-to-two-weeks-how-labelbox-erased-its-security-debt-with-snyk-s-ai-accelerated-remediation-7932.md>)

Original publisher: [Read original article](<https://snyk.io/blog/from-two-years-to-two-weeks-how-labelbox-erased-its-security-debt-with-snyks/>)

Author: Snyk Team

Published: 2025-09-18T04:00:00Z

Content type: article

Language: en

Sources: [Blog RSS Feed | Snyk](<https://devfeed.tech/sources/blog-rss-feed-snyk.md>)

Topics: [cursor](<https://devfeed.tech/topics/cursor.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [blog](<https://devfeed.tech/tags/blog.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [customer](<https://devfeed.tech/tags/customer.md>), [devsecops](<https://devfeed.tech/tags/devsecops.md>), [security](<https://devfeed.tech/tags/security.md>), [validation](<https://devfeed.tech/tags/validation.md>), [vulnerability-management](<https://devfeed.tech/tags/vulnerability-management.md>)

## AI overview

Labelbox used Cursor with Snyk Studio to validate and prioritize SAST findings, reducing its security backlog from a projected multi-year effort to weeks.

## Source excerpt

Discover how Labelbox transformed security backlog management from two years to two weeks with Snyk's AI-accelerated remediation.