AI Agents for SaaS Security

Optimize your security operations with AI-powered analytics that enhance threat detection, streamline alert processing, and provide contextual intelligence for informed decision-making. Transform your security team from reactive into strategic security leaders with AI Agents that cut through alert noise and deliver actionable insights.
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How Reco AI Agents Deliver SaaS Security

Operational Transformation

Transform your security team from reactive firefighters to strategic interventionalists through AI-driven prioritization that surfaces only what matters across your SaaS environment.

Cognitive Load Reduction

Eliminate alert fatigue by having AI independently process complex data, connecting user behaviors, SaaS activities, and risk signals into actionable intelligence.

Expertise Amplification

Empower Tier 1 analysts to effectively detect, analyze, and respond to complex threats without requiring deep expertise across multiple security domains.

Streamlined Response Workflow

Accelerate threat remediation with context-rich alerts, clear timelines, recommended action steps, and multi-channel delivery via Reco platform, SIEM, SOAR, email, or Slack.

True AI Agents For SaaS Security

Reco AI Agents bridge the SaaS Security Gap through:
Context-Rich Intelligence
Our Knowledge Graph connects the dots between user behaviors, SaaS activities, and risk signals for unmatched contextual understanding.
Knowledge Graph
Uses adaptive learning to continuously evolve with your dynamic SaaS environment, beyond static rule-based approaches.
Autonomous Processing
Unlike basic AI assistants that help with tasks, our agents independently analyze data and surface actionable insights.
Unified Intelligence Layer
Our AI Agents correlate insights across SaaS activities, user identities, and risk factors in real-time.

Intelligent Automation

Alerts Agent
Identities Agent
Specialized Agents

Alerts Agent

Delivers comprehensive alert timelines with full contextual details for swift remediation
Implements AI-driven prioritization to filter noise and focus on critical threats
Provides detailed risk assessments with clear remediation steps
Facilitates cross-team collaboration through easily shareable, digestible summaries

Identities Agent

Performs continuous identity risk assessment across SaaS infrastructure
Identifies excessive permission allocations and unauthorized system access
Detects former employees with persistent active access credentials
Monitors local account creation outside centralized identity management

Specialized Agents

Shadow Application Detection Agent

Discovers unauthorized SaaS tools and AI applications operating outside IT governance to mitigate data exposure risks and compliance violations.

Anomalous Access Pattern Detection Agent

Identifies suspicious user behavior patterns including impossible travel, unusual login times, and atypical resource access to detect potential account compromise or insider threats.

Security Posture Analysis Agent

Continuously evaluates your SaaS security configurations against industry best practices to identify misconfigurations, excessive permissions, and potential vulnerabilities.

Third-Party Application Risk Assessment Agent

Evaluates the security posture of connected third-party applications based on permissions requested, data access, and known vulnerabilities to quantify supply chain risk.

Policy Implementation Agent

Automates the creation and deployment of security policies based on your organization's risk profile, compliance requirements, and industry standards.

Compliance Verification Agent

Maps your current SaaS security controls to regulatory frameworks including SOC 2, ISO 27001, HIPAA, and GDPR to identify compliance gaps and streamline audit preparation.
See it in action

Why AI Agents Are Essential for Modern SaaS Security

Today's security teams face an unsustainable reality: thousands of daily alerts from their sprawling SaaS ecosystem, too few analysts, and complex environments where critical threats hide within mountains of data. Reco AI Agents transform by autonomously analyzing your entire SaaS landscape with context-rich insights that enable strategic action rather than reaction. By processing user behavior, activities, and risk signals through the Reco Knowledge Graph, these specialized agents deliver automated alert prioritization, comprehensive threat context, and guided remediation steps that dramatically reduce response times—enabling Tier 1 analysts to effectively tackle complex security challenges.

Watch our quick demo video to witness how Reco AI Agents transform chaotic security alerts into clear, actionable intelligence in just three minutes.

Outcomes Powered by AI

Kyle Kurdziolek,
VP of Security at BigID
Reco saved us months of work we would’ve spent building threat detections. Instead of building them manually, Reco comes out-the-box with hundreds of pre-built threat detections. It’s been an enabler for us to expand our threat detection capabilities so we can spend more time responding to threats and less time trying to identify them.
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Jason Thomas,
CIO
As a law firm, we hold a lot of sensitive data including personal information needed to litigate a case. We have a requirement and a duty to protect that data. Our customers want proof that their data is being protected. The biggest reason for moving to Reco is its simplicity. Reco gives it to us in plain English - what is the problem, and how do I fix it? Reco has done a great job of pointing out things we have never considered or may have missed.
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Mike D'Arezzo,
Executive Director of Security
Reco has not only helped us protect our business, but has also produced financial ROI by discovering redundant accounts and allowing us to consolidate licensing. We discovered we had nine separate Smartsheet accounts. By canceling eight of them, migrating users into one account, and taking advantage of pricing discounts we were able to save $200K. That freed up budget we could put toward security tools like Reco, and more importantly towards patient care.
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Grigoriy Milis,
CIO
Reco is really unique in many ways. It's the only full 360 degree platform that not only does governance, identity and application management, but actual threat detection. Together, we've created a managed detection and response service that's brought a lot of value to our clients. It also covers all of their compliance needs.
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Neda Pitt,
CISO
Before we got Reco we didn't know how bad the problem was. And now with Reco, I see how bad the problem is, and how we have to stem the tide. Because every day I am literally having to figure out if I'm sanctioning this project, this application or not sanctioning it. And I'm doing probably 15-20 a day.
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Aaron Ansari,
CISO
Now that we use Reco we’ve reduced our attack surface area and we have the tools we need to deprovision SaaS and also change passwords for users who share their corporate credentials in SaaS applications. We have reduced both the stress and the risk that comes with our business growth because we have a handle on what’s happening across our SaaS deployments and our technology users.
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Frequently Asked Questions

What is an AI Agent for SaaS Security?

An AI Agent for SaaS Security is an autonomous intelligence system that continuously monitors your SaaS environment, analyzing user behaviors, application activities, and potential threats without human intervention. Unlike basic AI assistants that merely help with tasks, Reco offers true AI Agents that independently process complex security data to deliver actionable insights with full context. These specialized agents focus on specific SaaS security use cases—such as alert summarization, identity management, and shadow app detection—to provide comprehensive protection across your entire SaaS ecosystem.

How do Reco AI Agents prioritize critical alerts?

Reco AI Agents prioritize alerts using a multi-dimensional analysis that goes beyond basic severity ratings. By leveraging the Knowledge Graph, agents evaluate factors like asset criticality, user privilege levels, historical behavior patterns, data sensitivity, compliance implications, attack path analysis, and threat intelligence correlations. This contextual understanding allows agents to accurately distinguish between genuine threats and false positives, assigning dynamic priority scores that help security teams focus on what truly matters first. The system continuously learns from your environment and team actions to refine its prioritization over time.

How does Reco simplify SaaS risk management?

AI Agents improve threat detection and response by connecting dots that would remain invisible in siloed security tools. Powered by the Reco Knowledge Graph, these agents understand relationships between users, applications, and activities to identify sophisticated threats that rule-based systems miss. They automatically prioritize critical alerts, provide clear timelines with comprehensive context, and deliver specific remediation steps—reducing Mean Time to Respond from hours to minutes. By handling data processing autonomously, AI Agents free security teams to focus on strategic decision-making rather than alert triaging.

What benefits can I expect from deploying an AI Agent in my SaaS environment?

By deploying Reco AI Agents, you'll transform your security operations from reactive to proactive with tangible benefits: reduced alert fatigue as agents filter out noise to focus on critical threats; democratized security expertise enabling even Tier 1 analysts to effectively respond to complex incidents; streamlined operations with clear remediation steps; enhanced cross-team collaboration through easily shareable insights; and significantly faster threat detection and response times. Organizations using Reco AI Agents report saving an average of 7 minutes per alert and detecting identity threats in minutes instead of months.

How does an AI Agent improve threat detection and response?

AI Agents improve threat detection and response by connecting dots that would remain invisible in siloed security tools. Powered by the Reco Knowledge Graph, these agents understand relationships between users, applications, and activities to identify sophisticated threats that rule-based systems miss. They automatically prioritize critical alerts, provide clear timelines with comprehensive context, and deliver specific remediation steps—reducing Mean Time to Respond from hours to minutes. By handling data processing autonomously, AI Agents free security teams to focus on strategic decision-making rather than alert triaging.

Can an AI Agent integrate with my existing security tools?

Yes, Reco AI Agents are designed to complement and enhance your existing security stack rather than replace it. Our platform features pre-built integrations with leading SIEM systems, identity management solutions, ticketing systems, and communication tools like Slack and email—ensuring seamless integration into your current workflows. This integration approach means you can leverage the power of AI Agents without disrupting established processes or requiring extensive retraining of your security team.

How does Reco integrate with existing tools?

Reco integrates with your existing security infrastructure through secure APIs and pre-built connectors for popular productivity tools such as SIEMs and SOARs. The platform ingests data from your SaaS apps, identity providers, SIEM solutions, and other security systems to build a comprehensive view of your environment. Reco AI Agents can then deliver insights directly within the Reco platform or push them to your preferred tools, including ticketing systems (like ServiceNow or Jira), messaging platforms (like Slack), email, or security orchestration tools—ensuring findings reach the right people through their preferred channels.

Are Reco AI Agents suitable for organizations without a large security team?

Yes, Reco AI Agents are suitable for organizations without a large security team. It empowers Tier 1 analysts to effectively detect, analyze alerts effectively and respond to threats. As a result, organizations do not need highly specialized security professionals to utilize Reco AI Agents.

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that can keep up?

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Reco is the leader in Dynamic SaaS Security — the only approach that eliminates the growing gap between what you can protect and what’s outpacing your security. Reco keeps pace with SaaS sprawl, no matter how fast it evolves, by covering the entire SaaS lifecycle — cradle to grave.
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