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
At 7AI, we’re building the future of agentic security—one customer outcome at a time. The agents listed below are a representative sample of what’s actively deployed in production environments today. Each agent is purpose-built to autonomously resolve specific classes of alerts or tasks, from endpoint threats to identity hygiene. But this is just the beginning. We continuously develop and expand our library of agents, connectors, and workflows in close collaboration with our customers. If you don’t see a specific use case here, chances are we’re already working on it—or can build it with you.
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.
Cloud Agents
AWS Activity Analysis Agent
Surfaces AWS account-level activity anomalies by profiling user and service actions against baseline behaviors.
AWS ELB Analysis Agent
Assesses configuration and access logs of AWS Elastic Load Balancers to detect misrouting, DDoS patterns, or privilege misuse.
AWS Resource Enrichment Agent
Aggregates configuration and metadata from AWS resources to assess security posture and ownership.
Azure Recent Activity Agent
Surfaces recent activity in Azure environments, identifying anomalous actions across users, service principals, and roles.
Query Agent
Fetches and compiles data from multiple systems in response to investigative prompts, enabling deeper context generation.
S3 Bucket Activity Analysis Agent
Tracks activity within S3 buckets to detect unusual access, modifications, or bulk downloads.
S3 Bucket Enrichment Agent
Enriches AWS S3 bucket info with metadata including permissions, access logs, and exposure risk for security review.
Email Agents
Email Content Agent
Performs semantic analysis on email body and subject for phishing indicators, urgency cues, or social engineering.
Email DLP Content Agent
Evaluates email content against DLP policies to detect potential exfiltration or inappropriate data handling.
Email Recipient Agent
Analyzes patterns of email recipients to detect potential misuse of distribution groups or anomalous communication.
Email Sender Analysis Agent
Examines sender metadata and authentication to detect spoofing, typosquatting, or domain abuse.
Retrieve Original Email Agent
Fetches the full raw email from the mail server for analysis of headers, links, attachments, and content.
Endpoint Agents
Device Alert History and Correlation Agent
Surfaces past alerts on a device and relates them to current activity to detect escalating risk.
Device Enrichment Agent
Provides contextual data on a device including OS, owner, last activity, and vulnerability exposure.
Device ID Agent
Resolves multiple device identifiers to a canonical entity to ensure accurate correlation across alert sources.
Device Investigation Agent
Investigates the device’s recent activity, active processes, and connections to determine compromise likelihood.
File Investigation Agent
Performs static and dynamic analysis of files, looking for known signatures, behaviors, and propagation patterns.
File Provenance Agent
Traces the origin and modification path of a file across systems to determine source, spread, and potential data exfiltration.
File Remediation Agent
Automates quarantine or deletion of files confirmed to be malicious, using native EDR and endpoint controls.
File Reputation Agent
Determines if files are malicious, suspicious, benign, or unknown.
IP and Device Correlation Agent
Correlates IP addresses with known devices, sessions, and user activity to track movement and exposure.
Process Command-Line Agent
Inspects and interprets command-line arguments used during process execution to identify known attack patterns or scripting misuse.
Process Investigation Agent
Analyzes process behavior, ancestry, and execution context to detect suspicious or unauthorized activity on endpoints.
Registry Investigation Agent
Interrogates Windows registry changes associated with alerts to detect persistence mechanisms or configuration tampering.
SentinelOne Lineage Agent
Retrieves and analyzes lineage data from SentinelOne to reconstruct the origin and propagation path of detected threats.
Splunk Mission Control Activity Agent
Queries recent activity within Splunk Mission Control to identify prior related incidents or alert patterns for context.
Storyline Agent
Compiles a timeline of events and entities associated with an alert, connecting dots across systems to produce a coherent incident narrative.
URL Investigation Agent
Expands and inspects URLs associated with alerts, checking for phishing indicators, downloads, redirects, and reputation.
Identity Agents
Login Activity Analysis Agent
Inspects login behavior across endpoints and identity providers to identify brute force attempts or session hijacks.
Okta User Enrichment Agent
Fetches data from Okta about user identity, group memberships, device associations, and MFA status.
Privilege Grantor Behavior Agent
Identifies accounts that granted elevated privileges and assesses whether the action aligns with normal administrative behavior.
Technical User Activity Agent
Monitors behavior of service and administrative accounts for unusual access patterns or risky command execution.
User Activity Analysis Agent
Analyzes user activity trails to identify deviations from typical behavior and detect signs of credential misuse or insider threats.
User Alert History and Correlation Agent
Surfaces past alerts tied to the same user and correlates with the current incident to detect patterns of compromise.
User Behavior Investigation Agent
Investigates a user's behavioral fingerprint to highlight anomalies in login, device usage, and data access patterns.
User Enrichment Agent
Enriches user entities with organizational role, authentication context, and recent access behavior for deeper investigation.
User Identity Enrichment Agent
Provides a consolidated identity view of a user across identity providers and activity sources to support correlation.
User Login History Agent
Compiles login events for a user across systems to flag geographic anomalies, impossible travel, or access outside work hours.
Windows User Enrichment Agent
Pulls contextual data from Windows environments about a given user, including group memberships and recent sessions.
Network Agents
Distance Between IPs Agent
Calculates network and geographic proximity between IP addresses to evaluate possible lateral movement or coordinated attacker behavior.
Domain Agent
Investigates and enriches domain-related observables, identifying reputation, WHOIS data, hosting details, and relationships to known threat infrastructure.
External IP Investigation Agent
Performs enrichment and threat assessment for external IPs, correlating with threat intel feeds and identifying risky infrastructure.
Internal IP Investigation Agent
Correlates internal IPs with associated assets and users, tracking movement across the environment for threat triage and attribution.
IP Enrichment Agent
Aggregates geolocation, ASN, blacklist, and threat intel data for any observed IP address to aid in contextual alert triage.
Network Investigation Agent
Evaluates network traffic metadata to uncover anomalies in volume, direction, and communication patterns tied to alerts.
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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