“ 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.” 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 specialisation, 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.

How Marlin AI improves security team productivity

AppOmni’ s Marlin AI increases productivity by reducing the mean time to investigate and mean time to remediate 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.

“ 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 prioritise and respond effectively. Marlin AI helps organisations 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.” x

What is autonomous AI-powered SaaS security?

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

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