Alert Fatigue & Data Silos Hinder SecOps
SOC teams juggle billions of logs, disparate threat intel, and manual playbooks—leading to slow mean‑time‑to‑detect (MTTD) and mean‑time‑to‑respond (MTTR).
High false‑positive alert volumes overwhelm analysts
Excessive alerts creating noise that masks real threats and burns out security teams
Threat context spread across SIEM, EDR, and ticketing tools
Critical security data scattered across multiple platforms, slowing investigations
Manual triage and investigation consume critical hours
Time-intensive manual processes delaying threat response and resolution
Rapidly evolving TTPs outpace static detection rules
Traditional rule-based systems struggling to keep up with dynamic threat landscape
Agent‑Powered Use Cases
Anomaly Detection & Alert Triage
Agents score log anomalies, enrich with threat intel, and auto‑prioritize alerts.
Automated Investigations
Supervisor orchestrates OSINT, asset, and EDR lookups; generates step‑by‑step analyst notes.
SOAR Playbook Execution
LLM agents translate investigation context into containment actions (isolate host, reset creds).
Compliance & Audit Reporting
Generate NIST/ISO reports with evidence links pulled from Delta tables.
Threat Hunting Copilot
Conversational interface over petabytes of log data; suggest hypothesis queries and visualize patterns.
Continuous Control Validation
Agents replay attack simulations, score detections, and recommend rule updates.
Lakehouse‑Driven SecOps Brain
Unified Security Lake
LakeFlow Connect ingests logs from firewalls, EDR, cloud, and identity providers into Delta.
Multi‑Agent Detection & Response
Supervisor routes to anomaly, enrichment, and playbook agents; merges context into a single ticket.
Feedback & Tuning
Analysts rate actions; agent scores feed model retraining & rule updates.
PipeIQ Cybersecurity Services
Security Data Lake Design
Schema, retention, and cost optimization for petabyte‑scale logs.
Detection & Response Agents
Custom LLM prompts and anomaly models aligned to MITRE ATT&CK.
Threat Intel Integration
Enrich agents with STIX/TAXII, VirusTotal, and proprietary feeds.
SOAR Automation
Connect agents to ServiceNow, Slack, CrowdStrike, and firewall APIs for one‑click response.
Red Team & Validation
Simulate attacks (Atomic Red Team) to benchmark detection coverage and drift.
24/7 Monitoring & SLOs
Dashboards for MTTD, MTTR, and false‑positive rate—PagerDuty hooks for escalation.
Boost SOC Efficiency with AI Agents
Book a consultation to cut response times and stay ahead of evolving threats—without data silos.
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