Cybersecurity Data Analytics for the AI Era
Turn security telemetry into high-signal, AI-ready knowledge for faster investigation and analysis.
How We Differ from Traditional Log Management Solutions
Traditional log management solutions are built primarily to collect, store, search, and retain security data for human investigation. Knowledge Grid's Data Analytics Service goes further by transforming raw logs, events, and telemetry into AI-ready knowledge structures that preserve behavioral, temporal, and contextual relationships across massive data sets.
| Capability | Traditional log management | Knowledge Grid Data Analytics Service |
|---|---|---|
| Primary purpose | Collect, store, search and retain logs for human investigation | Transform logs, events and telemetry into structured, time-aware knowledge |
| How analysis happens | Manual searches, predefined rules and dashboards | Patterns, relationships, trends and anomalies surfaced from contextual data |
| Context across entities and time | No: Rebuilt on every query | Yes: Preserved by the Cognitive Data Layer |
| Data preparation | No: Repeated per tool and per query | Yes: Done once at ingest and reused |
| AI-driven workflows | No: Raw events and search results | Yes: Structured knowledge for triage, investigation and decision support |
| Your existing log management | Yes: Stays in place | Yes: Works alongside it |
Instead of forcing security teams to manually search through high-volume data or depend solely on predefined rules and dashboards, Knowledge Grid helps identify patterns, relationships, trends, and anomalies that are difficult to see in traditional log repositories.
The result is a more intelligent analytics layer that reduces data preparation complexity, improves investigation speed, and gives security teams and AI-driven workflows a stronger foundation for threat detection, triage, and decision support.
Data Analytics Service (DAS)
Knowledge Grid's Data Analytics Service operates on top of the Cognitive Data Layer and provides high-performance analytics on structured, contextual, time-aware knowledge — rather than isolated queries to event searches.
Data Flow Overview
- 01
Security telemetry
- Logs, events and alerts
- Users, assets and systems
- Cloud, network and applications
- Structured & unstructured
- 02
Ingest & normalization
- Ingest filters
- Normalization rules
- Data routing
- High-fidelity delivery
- 03
Cognitive Data Layer
- Temporal Data Grid
- Time and behavior
- Relationships and representation
- Uncertainty
- 04
Data Analytics Service
- Correlation and pattern analysis
- Unsupervised anomaly detection
- Multi-vector search
- Dashboards and reporting
- 05
AI-ready outcomes
- Natural-language queries (KGQL)
- Agentic AI workflows
- Faster triage and investigation
- SIEM, SOAR and data lake handoff
Your existing log management stays in place. Knowledge Grid runs alongside the current stack — enriching investigations and supplying AI-ready context across systems, rather than replacing them.
Data Analytics Service Matrix
Transform raw telemetry into strategic clarity. Our Data Analytics service provides the deep visibility required to secure and optimize complex enterprise environments through high-velocity data correlation and AI-driven insights.
Core Features
Service Plan Comparison
Essential
Entry level affordability for getting started with essential features.
Premium
Advanced capabilities with improved features to optimize your analysis.
Data Analytics Service — Plan Options
| Features | Essential Core UADS capabilities for effective threat detection. | Premium Advanced UADS for deeper visibility and response. |
|---|---|---|
| Unsupervised Anomaly Detection (UADS Core) | Included | Included |
| Real-time Data Processing | Included | Included |
| Automated Baseline Learning | Included | Included |
| Multi-Source Log Ingestion | Included | Included |
| Threat Scoring & Prioritization | Included | Included |
| AI-Driven Anomaly Insights | Included | Included |
| Alerting & Notifications | Included | Included |
| Case Management Integration | Not included | Included |
| MITRE ATT&CK Mapping | Not included | Included |
| Custom Detection Views & Dashboards | Not included | Included |
| Historical Search & Investigation | Not included | Included |
| API Access & Integrations | Not included | Included |
| Advanced Entity & Behavior Analytics | Not included | Included |
| Data Retention (Up to 1 Year) | Not included | Included |
| Priority Support & SLA | Not included | Included |
| Dedicated Customer Success Manager | Not included | Included |
*12 — Note that API Integration is available as an optional add-on item
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