AI/ML Keywords Overview

Overview

Halaman ini menyediakan keywords yang relevan untuk penggunaan AI tools (seperti ChatGPT, Claude, Copilot) dalam konteks CLM Platform dan observability.

Keyword Categories

1. Core CLM Keywords

centralized_log_management, log_aggregation, log_analysis,
log_search, log_storage, log_retention, log_correlation,
security_information, event_management, siem,
real_time_monitoring, alert_management, incident_response

2. Observability Keywords

observability, monitoring, tracing, metrics, logging,
distributed_tracing, application_performance, infrastructure_monitoring,
service_mesh, service_map, dependency_mapping

3. Security Keywords

security_monitoring, threat_detection, vulnerability_management,
intrusion_detection, intrusion_prevention, security_audit,
access_control, authentication, authorization, encryption,
compliance_monitoring, audit_trail, forensic_analysis

4. Operations Keywords

devops, site_reliability, sre, incident_management,
change_management, configuration_management, capacity_planning,
performance_tuning, optimization, automation

Industry-Specific Keywords

Industry	Primary Keywords	Secondary Keywords
Banking	transaction_monitoring, fraud_detection, aml, kyc	pci_dss, iso_27001, basel_iii
Healthcare	phi_detection, hipaa_compliance, ehr_monitoring	hl7_fhir, clinical_alerting, patient_safety
Government	classified_monitoring, fisma_compliance, fedramp	sovereign_data, critical_infrastructure
Retail	e_commerce_monitoring, pci_compliance, inventory	customer_analytics, conversion_tracking
Telecom	network_monitoring, cdr_analysis, service_quality	revenue_assurance, fraud_detection
Manufacturing	ot_monitoring, scada_monitoring, predictive_maintenance	iot, industry_4_0, oee

AI Tool Usage

ChatGPT / Claude Prompts

For CLM Configuration

"Configure centralized log management for [industry] using OpenSearch"
"Set up SIEM rules for fraud detection in banking"
"Create HIPAA-compliant audit trail for healthcare"
"Design real-time alerting pipeline for critical infrastructure"

For Analysis

"Analyze these logs for security threats"
"Identify anomalies in transaction patterns"
"Correlate events across multiple systems"
"Generate compliance report for [standard]"

For Troubleshooting

"Why is my OpenSearch cluster slow?"
"How to optimize Fluent Bit for high-volume logs?"
"Debug Wazuh alert correlation rules"
"Fix connectivity issues between Logstash and PostgreSQL"

GitHub Copilot Prompts

For Code Generation

# Generate OpenSearch query for fraud detection
def detect_fraud_transactions(transactions):
    """Detect potentially fraudulent transactions based on velocity and amount"""

# Generate Wazuh rule for healthcare
def create_hipaa_rule():
    """Create Wazuh rule for HIPAA compliance monitoring"""

# Generate audit log handler
def log_audit_event(actor, action, target, result):
    """Log audit event to OpenSearch"""

Keyword Mapping by Use Case

Use Case: Fraud Detection

Component	Keywords
Data Source	transaction_log, payment_log, access_log
Detection	fraud_detection, anomaly_detection, pattern_matching
Rules	velocity_check, amount_threshold, geo_location
Response	alert_generation, block_transaction, notify_user
Analysis	forensic_analysis, root_cause, pattern_recognition

Use Case: Compliance Monitoring

Component	Keywords
Standards	pci_dss, hipaa, fisma, iso_27001, sox
Logging	audit_trail, access_log, change_log
Reporting	compliance_report, audit_report, risk_report
Enforcement	policy_enforcement, access_control, encryption
Retention	data_retention, archival, disposal

Use Case: Incident Response

Component	Keywords
Detection	threat_detection, alert_generation, correlation
Triage	severity_assessment, priority_classification
Investigation	log_analysis, forensic_analysis, root_cause
Containment	isolation, blocking, quarantine
Remediation	patching, configuration_update, recovery

AI Model Training Keywords

For Log Analysis Models

log_classification, log_parsing, log_pattern,
error_detection, anomaly_detection, sentiment_analysis,
text_classification, named_entity_recognition, relation_extraction

For Security Models

intrusion_detection, malware_detection, phishing_detection,
behavioral_analysis, user_entity_behavior, network_anomaly,
threat_hunting, threat_intelligence, vulnerability_scoring

For Predictive Models

failure_prediction, capacity_forecasting, demand_forecasting,
risk_scoring, churn_prediction, revenue_forecasting,
performance_prediction, quality_prediction

Next Steps

• AI Banking - AI for banking
• AI Healthcare - AI for healthcare
• AI General - AI general use cases