Orca Security Launches AI AppGen Security For Shadow Builders
August 06, 2026

Orca Security Launches AI AppGen Security For Shadow Builders

Cloud & AI Security
Cloud security pioneer extends visibility to employees building apps with AI tools
By Shashi Bellamkonda · August 6, 2026
52%
of organizations now build custom apps with AI (Orca, 2026)
$670K
added cost per breach tied to shadow AI (IBM, 2025)
Orca Security split its Black Hat 2026 launch into two products because it split its own definition of who writes code. AI Code Security Auditor covers engineers inside the development pipeline. AI AppGen Security goes after everyone else, the employees using AI tools to ship working software security never signed off on.

Fifty-two percent of organizations now build custom applications with AI, according to Orca Security's State of AI Security Report 2026, based on telemetry pulled from more than 1,200 production cloud environments. That number describes a workforce that includes finance analysts, marketers, and operations staff shipping working software without touching a pipeline security ever monitors. Orca's Product Marketing Leader, David Hood, made the same point in a conversation on the show floor at Black Hat USA 2026: the builders security teams need to worry about now are rarely the engineers.

Two Products For Two Kinds Of Builder

On July 29, 2026, Orca announced AI AppGen Security and AI Code Security Auditor, unveiling both ahead of Black Hat USA 2026 and demonstrating them at booth 5115 in Las Vegas. AI Code Security Auditor runs AI-driven analysis across a full repository, aimed at vulnerabilities that traditional static analysis tools miss. AI AppGen Security looks outside that repository, finding applications employees build on AI-powered platforms like Claude, Supabase, and Lovable, then mapping what each one touches across application programming interfaces, cloud resources, and stored data.

General availability for both arrives later in 2026.

The Cost Of Not Knowing Who Built What

IBM's Cost of a Data Breach Report 2025 found that breaches involving shadow AI cost organizations $670,000 more than standard incidents, a premium linked to longer detection times. Orca's own research points to the scale of exposure behind that figure. More than half the organizations it surveyed for its 2026 report build applications with AI, and Orca's launch bets that security teams are blind to where that building happens.

"Secure every builder and every application, wherever and however it's created."
Gil Geron, CEO and co-founder, Orca Security
Orca is betting that citizen-built software and engineer-built software belong on one platform, not two markets. That bet pays off only if Orca can see what business teams build before a breach forces the issue.

What Orca Hasn't Said Yet

Orca has not disclosed pricing for either product, and it hasn't specified how AI AppGen Security tells a sanctioned low-code deployment from an unsanctioned one at the moment of discovery. The company also hasn't said whether detection extends beyond the three platforms named in its announcement to the wider field of AI app-builder tools running inside enterprise accounts.

What CIOs Should Watch

  • AI AppGen Security is due later in 2026. Will it cover enough ground on day one to matter?
  • Other cloud security vendors are watching this two-track split, one product for engineers, one for citizen builders. Does it become the standard architecture, or stay an Orca bet?
  • New AI builder tools keep entering enterprise accounts. Orca named three platforms. Where does coverage go from there?
CIO/CTO Viability Question
Ask your security team for a list of every application employees have built with AI tools this quarter. If that list doesn't exist, that gap is what Orca is selling.
Sources
Orca Security. "Orca Security Extends Its Platform to the New Generation of AI Builders." Orca Security, 29 July 2026, orca.security.
IBM. "Cost of a Data Breach Report 2025." IBM, 2025, ibm.com.
Hood, David. Chief Marketing Officer, Orca Security. Conversation at Black Hat USA 2026, Mandalay Bay, Las Vegas, 5 Aug. 2026.
About Shashi Bellamkonda
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Disclaimer: This blog reflects my personal views only. Content does not represent the views of my employer, Info-Tech Research Group. AI tools may have been used for brevity, structure, or research support. Please independently verify any information before relying on it.