Customer stories

Correcting what shipped. Preventing what's coming. At machine speed.

That is the whole job of a security harness built for autonomous development. See how MoneyGram and Jellyvision put Pixee to work inside the pipelines they already run: triaging what their scanners flag, then shipping fixes that merge.

MoneyGram·Financial services

Machine-speed security for the AI era

MoneyGram brought automated triage and remediation into its GitLab pipelines, so security scales with AI-speed development instead of trailing behind it.

96%Processed automatically

72%Fewer findings need humans

6,500+Hours of effort saved

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Jellyvision·Benefits engagement software

Scaling triage and remediation without adding headcount

Jellyvision's team works its full backlog continuously, every severity, with the same headcount, by running triage and fixes as one motion inside the pipeline it already had.

Full backlogin reach

Every severityworked continuously

Same headcountno new hires

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In their words

“We believed AI would fundamentally change how software gets built. Our opportunity was to ensure security evolved with it, not as a gate, but as part of the architecture. At machine speed, innovation and security shouldn’t compete; they should accelerate together.”

Luke Tuttle Chief Product and Technology Officer, MoneyGram

“Most of today's tools do a poor job identifying false positives. They look at a generalized view of the vulnerability. It's a loss of context.”

Mehul Patel Sr. Director of Security & Technical Operations, Jellyvision

“One of the biggest benefits wasn't just automation. It was simplification. Once we had confidence in the signal and confidence in the remediation path, we could spend less time debating priority and more time getting real issues fixed.”

Jeremy Smith Deputy Chief Information Security Officer, MoneyGram

VulnOps for your codebase

See what machine-speed security looks like on your own repositories.

Pixee triages what your scanners already find, then opens merge-ready fixes inside your pipeline.

Get a demo How VulnOps works