OSM Brain — AI Core

The 7-Stage Predictive
Risk Management Cycle

The OSM Brain is the central AI Core powering the entire Offensive Security Manager platform. It processes the Four-Pillar Data Foundation through a 7-stage predictive cycle — moving the platform from reactive vulnerability management to AI-orchestrated threat prevention.

The 7-Stage AI Risk Management Cycle
The OSM Brain drives every stage, powered by the Four-Pillar Data Foundation and Four Data Analytics Wizards.
01
Predict Security Risks
Processes millions of data points from all four pillars — identifies threats before exploitation across Network, Web, Container, and Code layers.
+92%
Prevention Rate
02
Predict Privacy Risks
Systematically checks data flows against GDPR, HIPAA, CCPA, PCI DSS using the Security Context pillar.
+90%
Compliance Readiness
03
Predict Risk Scenarios
Simulates thousands of attack paths using Realtime Risk Data — continuously updated with live threat intelligence.
+76%
Risk Priorities
04
Predict Attacker Activity
Analyzes global threat actor TTPs via the Exploit DB Wizard — forecasts attack vectors specific to your asset profile.
+82%
Defense Positioning
05
Research & Summarize Knowledge
Processes 26,247+ CVEs and 46,769+ exploits via Vulnerability DB and Exploit DB Wizards — 88% more comprehensive context.
-73%
Assessment Time
06
Create Enriched Human-Readable Information
Tailors technical intelligence for every level of the AI-Enhanced Governance Pyramid — from operational to executive.
+84%
Reporting Velocity
07
Provide Detailed Resolution
AI Assistance Wizard generates context-aware remediation guidance routed directly through the Issue Resolution Workflow (Purple).
+87%
Remediation Efficacy
Four Data Analytics Wizards
Each Wizard feeds a specialized intelligence stream directly into the OSM Brain.
Wizard 01

AI Assistance Wizard

AI Data Protection and intelligent remediation guidance. Powers Stage 7 of the AI Risk Management Cycle with context-aware resolution recommendations.

AI ProtectionStage 7 SupportResolution Guidance
Wizard 02

Data Search Wizard

Integrations management and cross-tool data correlation. Powers Stage 5 by correlating intelligence across all connected external systems and the data foundation.

CorrelationStage 5 SupportIntegrations
Wizard 03

Vulnerability DB Wizard

26,247+ CVEs with CWE guidelines and full contextual data. Powers Stage 5 (Research Knowledge) and enriches the Security Data pillar for AI risk scoring.

26,247+ CVEsCWE AnalysisStage 5 Support
Wizard 04

Exploit DB Wizard

46,769+ exploit techniques and attack patterns. Powers Stage 4 (Predict Attacker Activity) by providing threat actor TTP analysis and active exploit intelligence.

46,769+ ExploitsAttack PatternsStage 4 Support

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