LogZilla Use Cases

Operational Intelligence for Every Environment

From AI-powered analysis to SIEM cost reduction, discover how LogZilla transforms operations across industries.

1. AI-Powered Operational Intelligence

The Problem

Traditional log analysis requires specialized query languages, manual correlation, and hours of investigation.

The LogZilla Solution

Ask questions in plain English and receive actionable intelligence in seconds. AI analyzes billions of events and provides vendor-specific remediation commands.

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Outcome

Root Cause Analysis

Hours/DaysSeconds

Query Language

SPL, KQL, etc.Plain English

Correlation

ManualAutomatic

2. SIEM Cost Reduction

The Problem

SIEM platforms charge by data volume. As infrastructure grows, costs become unsustainable.

The LogZilla Solution

LogZilla sits in front of the SIEM, reducing volume by 60-80% through patented deduplication and noise filtering.

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Outcome

SIEM Ingest

1 TB/day200 GB/day

Annual Cost

$1.2M$240K

Query Speed

MinutesSub-second

3. Accelerated Incident Response (MTTR)

The Problem

Traditional incident response is slow: detection takes minutes, root cause analysis spans hours.

The LogZilla Solution

Automate the entire incident lifecycle with real-time detection, AI analysis, and automated remediation.

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Outcome

Detection

5-15 minutesReal-time

Root Cause

HoursSeconds

Total MTTR

Hours/DaysMinutes

4. Network Operations Center (NOC)

The Problem

NOC teams drown in alerts. Critical issues hide in noise. Staff spend more time triaging than resolving.

The LogZilla Solution

95% noise reduction through deduplication. Every event enriched with device context. Common issues resolved automatically.

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Outcome

Daily Alerts

10,000+500 actionable

Alert Fatigue

HighEliminated

Staff Efficiency

ReactiveProactive

5. Security Operations Center (SOC)

The Problem

Security teams face overwhelming log volumes. Threat detection requires correlation across multiple sources.

The LogZilla Solution

Real-time threat detection with AI analysis. Natural language queries for threat hunting. Built-in compliance reporting.

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Outcome

Threat Detection

HoursReal-time

False Positives

HighReduced 80%

Analyst Productivity

1x3-5x

6. Air-Gapped & Classified Networks

The Problem

Classified environments cannot use cloud services. Traditional tools require internet connectivity.

The LogZilla Solution

Zero phone-home operation. On-prem AI with Ollama. Tactical appliance for forward deployment.

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Outcome

AI Capabilities

NoneFull (on-prem)

External Dependencies

RequiredNone

Deployment

Rack of serversSingle box

7. Multi-Vendor Environment

The Problem

Enterprise networks include dozens of vendors with different log formats. Correlation requires extensive parsing.

The LogZilla Solution

Pre-built parsers for 20+ vendors via App Store. Automatic parsing and enrichment. Unified view across all vendors.

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Outcome

Parser Development

WeeksMinutes

Time to Value

MonthsDays

Vendor Coverage

Limited20+ vendors

8. Compliance & Audit

The Problem

Compliance frameworks require log retention, access controls, and audit trails. Manual reporting is time-consuming.

The LogZilla Solution

Built-in PCI DSS, HIPAA, GDPR, SOX reporting. Configurable retention policies. Tamper-evident storage with full audit trail.

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Outcome

Audit Preparation

WeeksHours

Compliance Reports

ManualAutomated

Data Integrity

Trust-basedCryptographic

9. DevOps & Application Monitoring

The Problem

Modern applications generate massive log volumes. Developers need fast access for debugging.

The LogZilla Solution

Real-time ingest with logs searchable in milliseconds. API integration with CI/CD pipelines. Sub-second queries.

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Outcome

Log Search

MinutesSub-second

Debug Cycle

HoursMinutes

Alert Latency

MinutesReal-time

10. IoT & OT Environments

The Problem

Industrial and IoT environments generate high-volume telemetry. Traditional IT tools cannot handle the scale.

The LogZilla Solution

10 TB/day on single server. Protocol support for Syslog, SNMP, API. OT-aware parsers. Air-gap ready.

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Outcome

Telemetry Processing

SampledComplete

IT/OT Correlation

NoneUnified

Deployment

ComplexSingle server

11. Managed Service Providers (MSP)

The Problem

MSPs manage multiple customer environments. Each requires isolation, reporting, and SLA tracking.

The LogZilla Solution

Multi-tenant platform with logical separation. White-label dashboards. Automated SLA tracking and compliance reporting.

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Outcome

Deployment

Per customerShared platform

Operational Overhead

HighMinimal

Margin

CompressedImproved

Value Summary

Use CasePrimary ValueKey Metric
AI-Powered IntelligenceRoot cause in secondsAnalysis time
SIEM Cost Reduction60-80% cost savings$/TB reduced
MTTR AccelerationSeconds vs. hoursTime to resolve
NOC Operations95% noise reductionActionable alerts
SOC OperationsReal-time threat detectionDetection time
Air-Gapped NetworksFull offline capabilityZero dependencies
Multi-VendorUnified visibilityTime to value
ComplianceAutomated reportingAudit prep time
DevOpsSub-second queriesDebug cycle time
IoT/OTScale and isolationEvents per second
MSPMulti-tenant efficiencyMargin improvement

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  • Personalized cost analysis and ROI assessment
  • Technical requirements evaluation
  • Migration planning and deployment guidance
  • Live demo tailored to your use cases
Use Cases | LogZilla AI Platform