7AI is tailored to your environment, workflow, and needs for security that works like you do: fast, adaptive, and focused on outcomes that matter.
Use cases: AI Agents in Action.
Highlighted examples of how 7AI agents are delivering security outcomes today. To learn more about the breadth of 7AI use cases, get a demo.
THREAT HUNTING
7AI agents are able to ingest, parse, analyze, and understand whether threat intelligence data is relevant to your environment.
EDR INVESTIGATIONS
Triggered by alerts from EDR solutions, 7AI agents enrich data, perform investigations, form conclusions, and output results to other systems.
CLOUD INVESTIGATIONS
By integrating with cloud security solutions, 7AI agents understand cloud security alerts and perform end-to-end investigations at AI speed.
IDENTITY INVESTIGATIONS
Alerts from identity solutions spawn AI agents to run agentic investigations with full enterprise context, offloading non-human work.
EXPERT AI AGENTS FOR NON-HUMAN SECURITY WORK.
The 7AI Agentic Security Platform consists of AI agents that perform specific security tasks. Agents are experts at their task, able to understand context, and are bound by architecture to eliminate hallucinations.
1
REASONING
7AI agents each have a specific scope, and are able to make decisions, adapt, and improve.
2
Mission
Agents are experts in the specific tasks they are given to perform.
3
Tools
7AI agents have access to tools to analyze, conclude, and complete their mission.
7AI Agents
Explore our list of current and planned 7AI agents. Contact your 7AI success team or email product@sevenai.com if you don’t see an agent you need.
Alert Agents
Alert Time Correlation Agent
Investigates for alerts triggered in proximity to the alert in question.
Incident Context Compilation Agent
Gathers data around an incident for investigators.
Workflow Optimization Agent
Identifies bottlenecks and suggests process improvements.
Behavioral Analytics Agents
Behavioral Signature Learning Agent
Builds new behavioral signatures for entities based on actions.
Machine Learning Drift Agent
Monitors changes in the performance of deployed ML models.
Outlier Detection Agent
Flags individuals or devices behaving outside typical norms.
Tracks access to sensitive healthcare data to prevent breaches.
PCI DSS Payment Data Agent
Tracks storage and usage of payment data per PCI DSS standards.
Policy Violation Detection Agent
Flags violations of internal security or operational policies.
SOX Compliance Monitoring Agent
Ensures proper financial controls for Sarbanes-Oxley compliances.
Data Analysis Agents
Data Anomaly Agent
Identifies inconsistencies or unexpected patterns in datasets.
Data Correlation Agent
Connects related data points across multiple sources.
Data Integrity Verification Agent
Ensures data remains unaltered during storage or transit.
Data Retention Compliance Agent
Monitors data storage to ensure retention policies are followed.
Large Dataset Summarization Agent
Extracts key insights from massive datasets.
Device Agents
Anomaly Behavior Agent
Flags unexpected patterns in device activity.
BYOD Policy Compliance Agent
Ensures BYOD usage aligns with security policies.
Device Behavior Agent
Identify process execution and network, file, registry, and user logon activity.
Device Connections Agent
Identifies devices that have connected to a domain.
Device Exposure Agent
Fetches or identifies the exposure level.
Device Usage Activity Agent
Gathers a summary of a devices’ recent activity, to provide context.
Firmware Versioning Agent
Tracks firmware updates and vulnerabilities.
Hostname-to-Device Agent
Fetches the unique device ID using only the hostname.
IoT Device Activity Agent
Monitors behavior specific to IoT devices.
Ownership Transfer Agent
Logs and verifies changes in ownership for devices.
Post-login Activity Agent
Checks for unusual activity associated with a device post-login.
Email Agents
Email Analysis Agent
Analyzes an email’s body, subject, headers, and sender.
Email Content Sentiment Agent
Analyzes sentiment within emails for potential insider threats.
Email Domain Traffic Agent
Investigates email correspondence between known domains, and examines inbound and outbound email traffic.
Email Spoofing Agent
Analyzes email headers (SPF, DKIM, and DMARC) to assess email legitimacy.
Email Thread Reconstruction Agent
Rebuilds entire threads to map communication flows.
Encryption Compliance Agent
Flags emails sent without required encryption.
File Attachment Agent
Evaluates the file attachments included in an email.
Metadata Analysis Agent
Extracts and investigates metadata for anomalies.
Outbound Spam Detection Agent
Identifies if internal users are sending spam externally.
Phishing Org Context Agent
Investigates the identity and role of an email recipient, gathers if links were clicked, or attachments downloaded.
File Agents
File Access Pattern Agent
Tracks access patterns to detect unusual or bulk access.
File Obfuscation Detection Agent
Flags files attempting to evade detection through obfuscation.
File Reputation Agent
Determines if files are malicious, suspicious, benign, or unknown.
File Sharing Policy Agent
Monitors adherence to file sharing policies within the organization.
File Size Anomaly Agent
Flags files that deviate significantly from normal sizes.
File Type Mismatch Agent
Identifies files where the type doesn’t match the extension or content.
Hash Investigation Agent
Investigates file hashes (MD5, SHA1, and SHA256).
SHA1 Alert Evidence Agent
Investigates alert evidence for a file using its SHA1 hash.
Incident Response Agents
Breach Containment Agent
Automates network isolation of compromised systems.
Incident Root Cause Agent
Identifies the root cause of a security incident.
Mitigation Strategy Agent
Suggests tailored responses to specific types of attacks.
Playbook Execution Agent
Automatically carries out predefined incident response playbooks.
Post-Incident Forensic Agent
Collects evidence for detailed post-incident analysis.
Network Agents
CDN Behavior Analysis Agent
Monitors and investigates traffic patterns related to CDNs.
DNS Tunneling Detection Agent
Identifies suspicious DNS tunneling activity.
Domain Reputation Agent
Evaluates a domain’s reputation by checking certificates, registration age, and more.
Domain Resolution Agent
Resolves the domain name to an IP address to further investigate.
External IP Reputation Agent
Investigates the reputation of an external IP address.
IP Services Agent
Identifies public services at the domain’s IP and categorizes them.
Network Protocol Misuse Agent
Detects anomalous usage of standard network protocols.
Port Scanning Detection Agent
Flags potential scanning attempts on internal/external networks.
Process Communication Agent
Investigates internal processes linked to network traffic with an external IP.
Root Domain Agent
Extracts the Top Level Domain+1 from a URL to identify the root domain.
URL Agent
Determines whether URLs pose a threat to user accounts or data.
VPN Utilization Agent
Tracks and reports VPN usage patterns for security compliance.
Operational Agents
IT Asset Tracking Agent
Monitors inventory and usage of IT assets.
License Compliance Agent
Ensures all software is properly licensed.
Patch Management Agent
Tracks and applies necessary software updates.
Service Uptime Monitoring Agent
Ensures critical services remain operational.
System Configuration Drift Agent
Detects and reports on unauthorized changes to configurations.
Red Team Agents
Attack Surface Mapping Agent
Identifies exposed services, devices, and domains within the organization’s attack surface.
Automated Payload Delivery Agent
Simulates delivering malicious payloads through email, USB drives, or download links.
C&C Simulation Agent
Creates mock Command & Control infrastructure to test detection capabilities.
Credential Spraying Agent
Tests brute-force attacks by simulating password spraying across multiple accounts.
Data Exfiltration Simulation Agent
Mimics data extraction through unauthorized channels like DNS tunneling or HTTP.
Endpoint Exploitation Agent
Simulates endpoint attacks, such as malware delivery or exploitation of local vulnerabilities.
Exploit Simulation Agent
Executes known exploits on test systems to evaluate their exposure to vulnerabilities.
Lateral Movement Simulation Agent
Mimics lateral movement across devices to test internal defenses.
Phishing Simulation Agent
Creates realistic phishing email campaigns to test employee susceptibility.
Port Scanning Agent
Simulates malicious port scans to identify open and vulnerable ports.
Privilege Escalation Simulation Agent
Tests potential privilege escalation paths within systems.
Social Engineering Test Agent
Simulates social engineering attacks, such as impersonating employees or third-party vendors.
Web App Attack Agent
Simulates OWASP Top 10 attacks (such as SQL injection, XSS) on web apps.
Wireless Network Attack Agent
Tests wireless network security with attacks like deauthentication or packet sniffing.
Threat Intelligence Agents
Dark Web Monitoring Agent
Tracks chatter or leaked credentials on dark web forums.
Malware Variant Correlation Agent
Maps connections between malware variants and campaigns.
Threat Actor Profiling Agent
Builds profiles on known threat actors based on observed activity.
Threat Feed Aggregation Agent
Consolidates intelligence feeds to provide actionable insights.
Zero-Day Detection Agent
Monitors for patterns indicative of zero-day exploit attempts.
User Agents
Access Anomaly Agent
Detects deviations in user access patterns.
Behavioral Drift Agent
Tracks long-term shifts in user behavior.
Credential Sharing Detection Agent
Flags potential credential sharing scenarios.
Group Membership Agent
Tracks and reports changes in group membership for users.
Post-login User Activity Agent
Investigates unusual activity associated with the user post login.
Privilege Escalation Agent
Monitors and investigates unauthorized privilege escalations.
User Activity Agent
Confirms with a user, via connectors, about their login activity relative to an alert.
User Email Context Agent
Analyzes email activity and metadata to provide context around a user's communications.
User Login Pattern Agent
Reviews the login patterns of the user to identify suspicious activity.
User Role Agent
Determines the role and context of a user within an organization.
Vulnerability Management Agents
Application Security Agent
Scans for vulnerabilities in internally developed software or APIs.
Cloud Vulnerability Agent
Focuses on vulnerabilities specific to cloud environments like misconfigurations or excessive permissions.
Configuration Drift Detection Agent
Identifies deviations from secure baseline configurations.
Container Vulnerability Agent
Analyzes Docker and Kubernetes containers for known vulnerabilities.
Database Vulnerability Agent
Detects risks like unpatched database engines or weak authentication settings.
Device Firmware Vulnerability Agent
Monitors firmware versions on devices for vulnerabilities.
Exploit Availability Monitoring Agent
Checks public exploit databases to track weaponized vulnerabilities.
Exposure Validation Agent
Validates if discovered vulnerabilities are truly exploitable in the environment.
Network Vulnerability Scanner Agent
Scans networks for weaknesses like misconfigured devices or outdated protocols.
Open Source Vulnerability Agent
Tracks vulnerabilities in open-source components used by the organization.
Patch Compliance Agent
Tracks and ensures that critical patches are applied across all systems.
Pen Testing Coordination Agent
Integrates findings from manual pen testing with automated vulnerability scans.
Remediation Tracker Agent
Tracks progress on remediating vulnerabilities and highlights overdue actions.
Risk-Based Prioritization Agent
Prioritizes vulnerabilities based on severity, exploitability, and potential impact.
Third-party Dependency Agent
Monitors vulnerabilities in third-party services or libraries.
Vulnerability Discovery Agent
Scans systems for known vulnerabilities using public databases like CVE.
HIGHLIGHTED CONNECTORS
The 7AI Agentic Security Platform connects to IT and Security tools, enabling agents to enrich, investigate, and form conclusions. The following is a highlighted list of API-based connectors available today.
See what 7ai can do for you.
Find out how 7AI can transform your security operations with swarming AI agents.
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