AppOmni Launches Marlin AI, the First Autonomous AI-Powered SaaS Security for Investigation and Guided Remediation

AppOmni announced the launch of Marlin AI to fundamentally transform how enterprise organizations defend complex SaaS applications. Marlin AI delivers autonomous AI-powered SaaS security that leverages AppOmni’s deep SaaS application observability. It actively correlates SaaS security indicators, performs deep investigations, and guides security teams to immediate solutions. By reducing the massive hours wasted on investigating threats, alerts and warnings across the security tech stack, security teams can now move beyond manual event and indicator correlation to autonomous triaging and guided remediation in a single system.

“When we built Marlin AI, our goal was simple: Automate and simplify security correlations and investigations to quickly solve SaaS threats,” said Melissa Ruzzi, Senior Director of AI at AppOmni. “SaaS environments are incredibly complex, and general AI tools struggle to make sense of them. Marlin AI is different; AppOmni developed a holistic approach for using AI tools to solve SaaS security challenges. Marlin AI looks deeper into SaaS environments than any other solution on the market, and brings forward insights and guidance to help security teams understand what matters most so they can take action faster.”

Autonomous AI-powered SaaS security is a model where AI systems actively perform security tasks instead of waiting for human input. AI is now the only scalable way security teams can keep pace with the overwhelming volume of SaaS and security data generated across complex, distributed environments. But SaaS and AI data relationships are too intricate for standard GenAI tools and broad LLM agents, which often fail in these scenarios because they lack the domain expertise required for true SaaS security value.

Marlin AI solves this problem with deep application security expertise, contextual insights, and SaaS specialization, showing how scoping AI to a specific domain delivers sharper, more actionable security outcomes. It operates autonomously, continuously reviewing SaaS environments, investigating vast data volumes, and surfacing the incidents that require attention and potential triage.

AppOmni’s Marlin AI increases productivity by reducing the mean time to investigate (MTTI) and mean time to remediate (MTTR) for security teams, and removing repetitive SaaS investigation tasks and the dependency on manual workflows. It enables security teams to move directly from investigation to guided resolution without performing separate research or analysis on SaaS security signals. You can:

“AI agents move at machine speed and generate growing volumes of activity and alerts,” said Todd Thiemann, Principal Analyst at Omdia. “Security teams need a more intelligent way to prioritize and respond effectively. Marlin AI helps organizations navigate this new reality by turbocharging how existing AppOmni customers manage SaaS security while providing new customers with a superior path to operational maturity. It’s an elegant approach to SaaS security and a powerful example of how purpose-built AI can deliver meaningful security outcomes at scale.”

With Marlin AI, AppOmni is the only enterprise-grade SaaS security solution with autonomous AI security functionality on the market today. Other tools only surface superficial SaaS information without context, and none include autonomous AI analysis with guided remediation for SaaS applications.

Marlin AI utilizes AppOmni’s deep contextual understanding of SaaS applications to improve security posture. Its architecture goes beyond GenAI while incorporating an AI toolbox using data science and machine learning to observe applications and autonomously manage SaaS risk. Key features include: