Years of SOC work.
Built into Ruxie.

Each capability targets a specific friction point between detecting a threat and acting on it. Built from years of watching where analysts lose time.

Context

AI alert analysis

Generates a full alert context summary from actual event data, giving analysts the picture they need to act in seconds rather than minutes.

Context

AI user context summaries

Generates plain-language user context summaries - role, recent activity, risk indicators - attached to every identity-related alert at triage time.

Triage

AI-generated alert summaries

Produces a concise, plain-language summary for every incoming alert so analysts can assess severity and priority at a glance.

Reporting

AI-generated close comments

Produces a plain-language explanation of what happened and why on every alert resolution, automatically generated, no analyst time required, every time.

Reporting

AI-generated detection rule descriptions

Translates complex detection rule code into plain-English descriptions for every rule in Workbench, revealing the specific sub-detections inside logical containers so customers understand exactly what behavior each rule monitors.

Context

AI-generated related alert context

Surfaces related alerts from across the environment with AI-generated context so analysts see the full picture without manual correlation work.

Reporting

AI-powered incident narratives

Synthesizes alert details and key findings into a plain-English attack narrative covering what happened, how it was handled, and what changed, for every closed incident.

Context

Alert similarity

Flags incoming alerts that match cases your analysts have already resolved, surfacing the prior outcome before they open the queue so repeat decisions take seconds.

Context

Asset & identity contextualization

Maps alerts to known assets and identities, surfacing ownership, role, and risk context so analysts have the full picture before making a triage decision.

Triage

Auto-close based on long-term memory

Auto-closes high-confidence benign alerts matched against historical analyst decisions; routes lower-confidence cases to analysts with a close recommendation and supporting evidence.

Collaboration

Automated customer verifications

Generates context-aware prompts asking users to confirm suspicious activity, auto-closing alerts if authorized or escalating if denied, so verification loops close without analyst-driven back-and-forth.

Investigation

Automated event timelining

Automatically constructs event timelines from endpoint, identity, and cloud telemetry - eliminating manual log correlation and giving analysts a sequenced view of attacker activity.

Collaboration

Bi-directional chat

Syncs Expel Workbench investigations directly with Slack and Microsoft Teams so customers collaborate with their Expel team in context, without switching platforms.

Response

Block bad hash

Adds confirmed malicious file hashes to block lists across endpoint controls to prevent re-execution across the environment.

Investigation

Blocked malware investigation agent

Automatically investigates blocked malware alerts and delivers a ready-made recommendation with supporting evidence directly in Workbench, so analysts make the call instead of running down the data.

Reporting

Centralized evidence archive

Maintains a complete, auditable history of all chat threads, alert data, and automated Ruxie actions in one centralized incident record for audit, compliance, and future reference.

Triage

Cloud identity & authentication analysis

Analyzes cloud identity and authentication signals to distinguish legitimate access patterns from credential-based attacks.

Detection

Cloud perimeter monitoring

Monitors cloud perimeter activity for anomalous access patterns, configuration changes, and credential-based threats across cloud environments.

Enrichment

Cloud telemetry analysis

Analyzes cloud provider telemetry to enrich alerts with identity, resource, and configuration context specific to cloud-based threats.

Response

Contain host

Isolates compromised hosts from the network to stop lateral movement and limit breach scope the moment a confirmed threat is identified.

Investigation

CrowdStrike identity protection investigation agent

Automatically gathers source-process context, identity and role data, LDAP detail, and host timelines for CrowdStrike IDP alerts; produces a close/verify/escalate recommendation with full rationale and counter-evidence before the analyst opens the alert.

Response

Delete malicious file

Removes confirmed malicious files from endpoints as part of automated remediation, preventing re-execution and persistence.

Response

Delete registry key

Removes malicious registry keys identified during investigation as part of automated endpoint remediation.

Detection

Detection gap analysis agent

Evaluated newly seen vendor alerts against current Expel detection strategies and rules to identity gaps in coverage.

Detection

Detection rule generation agent

Generates detection alerts from vendor telemetry using agentic analysis, expanding coverage beyond static detection rules to surface threats that rule-based systems miss.

Response

Disable access key

Revokes compromised API and access keys to cut off attacker persistence in cloud environments immediately after confirmation.

Response

Disable user account

Automatically disables compromised user accounts in response to confirmed identity-based threats, cutting off attacker access without waiting for manual action.

Context

Dynamic context creation

Builds dynamic alert context from live telemetry and event data, giving analysts a complete, investigation-ready picture at first glance.

Context

Email risk & forensics context

Extracts email headers, links, and forensic indicators to build pre-enriched context for phishing and email-based alert types before triage begins.

Enrichment

Endpoint & EDR telemetry automation

Automatically retrieves endpoint and EDR telemetry to build pre-correlated context for host-based alerts, eliminating manual tool pivots.

Context

Enhanced customer context

Puts context management directly in your hands and connects IAM user group data to Expel, so triage decisions reflect your environment accurately without requiring Expel intervention to keep it current.

Triage

Enterprise-wide email scoping

Scopes phishing and email threats across the full enterprise to identify campaign reach and all affected users before escalation decisions are made.

Context

Historical activity baselines

Compares incoming alert activity against historical behavioral baselines to surface anomalies and relevant prior detections as part of alert context.

Investigation

Identity investigation agent

Automatically consolidates evidence, applies structured reasoning, and delivers a full disposition recommendation on identity-based alerts before your analyst opens the queue.

Triage

Identity triage agent

An agentic workflow that applies structured AI reasoning (OSCAR methodology) to identity alerts, returning a disposition verdict - Known Good, Known Bad, or Needs More Info - with full evidence.

Investigation

Key findings generation

Synthesizes investigation evidence into plain-language key findings, giving analysts a summary-first view of what happened, what the attacker did, and why it matters.

Response

Kill process

Terminates malicious or suspicious processes on endpoints as part of active threat response during confirmed incidents.

Context

Long-term memory (semantic cache)

Captures and indexes every analyst triage decision, creating a persistent knowledge base that gets more accurate as more alerts are resolved.

Phishing

Marketing email triage for phishing

Classifies submitted emails as legitimate marketing versus phishing attempts, reducing false-positive volume in the phishing queue.

Triage

ML identity alert classification

Applies machine learning classification to identity alerts to separate known-benign patterns from potential threats before analyst review.

Enrichment

Network & web traffic analysis

Pulls network and web traffic data into alert context to surface lateral movement indicators and suspicious communications before investigation begins.

Detection

Network behavior pattern analysis

Analyzes network behavior patterns across the environment to identify lateral movement indicators and command-and-control communications.

Investigation

On-demand deep investigations

Runs structured, multi-source investigations on demand for complex or high-priority alerts, applying AI reasoning across endpoint, identity, and cloud evidence simultaneously.

Phishing

Phishing & URL analysis

Detonates URLs and analyzes phishing infrastructure to extract indicators, classify threat type, and surface investigation-ready findings before the analyst opens the case.

Phishing

Phishing campaign clustering

Groups related phishing emails into campaigns so your analysts review one alert per attack wave, with subsequent matching emails resolving automatically based on that decision.

Phishing

Phishing email encoder

Runs an ML classifier on every phishing email at ingestion and delivers a high-confidence benign or malicious score before your analyst starts their review.

Phishing

Phishing HTML clustering model

Groups submitted phishing emails by HTML structure and observable attributes to detect campaign patterns, enabling campaign-level disposition rather than alert-by-alert triage.

Reporting

Real-time automation visibility

Displays the live status and progress of all automated investigation and remediation steps directly within Expel Workbench so customers see exactly what Ruxie is doing as it happens.

Collaboration

Real-time multi-channel escalation

Escalates confirmed threats through multiple channels simultaneously - Workbench, email, Slack, and phone - so critical alerts reach the right people immediately, every time.

Response

Remove malicious email

Pulls confirmed phishing and malicious emails from user inboxes across the enterprise to limit exposure after initial delivery.

Response

Reset credentials

Forces credential reset for compromised accounts to eliminate attacker access while preserving user continuity.

Triage

SaaS alert triage

Applies AI-driven triage logic to SaaS platform alerts, reducing manual review time across cloud productivity environments.

Enrichment

SIEM telemetry aggregation

Aggregates telemetry from SIEM sources to surface relevant signal patterns across the environment and reduce time-to-context for analysts.

Enrichment

Third-party alert enrichment

Automatically pulls enrichment data from third-party threat intelligence and security tools to add context to incoming alerts before they reach the analyst queue.

Enrichment

Third-party alert enrichment

Automatically pulls enrichment data from third-party threat intelligence and security tools to add context to incoming alerts before they reach the analyst queue.

Detection

Threat view

Correlates signals across endpoint, cloud, and network into a unified attack picture, reducing time to understand scope and confirm a real threat.

Response

Undo alert-driven auto containment

Reverses containment actions when investigation confirms a false positive, restoring normal operation without requiring manual intervention.