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NewProducts

AppOmni senior director of AI at AppOmni, said in a statement.
"Marlin AI looks deeper into SaaS environments than any
Marlin AI other solution on the market and brings forward insights

https://appomni.com and guidance to help security teams understand what
matters most so they can take action faster."
SaaS security with autonomy

AppOmni described Marlin AI as an example of "autono-
mous AI-powered SaaS security," a model in which AI sys-
tems actively perform security tasks rather than waiting
for manual prompts or analyst intervention. The company
said the approach is increasingly necessary as enterprises
contend with growing volumes of SaaS telemetry, security
alerts and AI-generated activity.

Marlin AI combines machine learning, data science and
Automate SaaS threat contextual SaaS application analysis to continuously re-
view SaaS environments and surface incidents requiring
attention. The platform also incorporates threat intelli-
investigations with gence from AppOmni Labs as well as the company's re-
pository of SaaS audit logs and activity telemetry to iden-
autonomous AI tify vulnerabilities and suspicious behaviors.

Key capabilities include AI-driven alert correlation, auto-
mated investigations, step-by-step remediation guidance
ppOmni launched Marlin AI, an autonomous and prebuilt security playbooks that activate automatical-
AI-powered SaaS security solution designed to ly without scripting or custom integrations. The system
help enterprise organizations accelerate threat is designed to reduce mean time to investigate and mean
A investigations, improve remediation work- time to remediate while helping security teams eliminate
flows and reduce the operational burden associated with repetitive investigation tasks.
securing increasingly complex SaaS environments.
Todd Thiemann, principal analyst at Omdia, said the plat-
The platform leverages AppOmni's deep SaaS application form reflects a broader industry shift toward AI-driven
observability capabilities to autonomously correlate secu- operational security. "Security teams need a more intel-
rity indicators, investigate suspicious activity and guide ligent way to prioritize and respond effectively," he said.
security teams toward remediation steps without requir- "It's a powerful example of how purpose-built AI can de-
ing extensive manual analysis. liver meaningful security outcomes at scale."
According to the company, Marlin AI is intended to help AppOmni said Marlin AI operates autonomously within
organizations reduce the time spent investigating threats, the AppOmni platform and requires no manual setup or
alerts and security warnings across fragmented security configuration to begin delivering actionable security in-
stacks. sights. For more information, visit appomni.com/platform/
marlin-ai-autonomous-security/.
"SaaS environments are incredibly complex, and general
AI tools struggle to make sense of them," Melissa Ruzzi,
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