DDM- Dynamic Data Model
DDM- Dynamic Data Model
Dynamic Data Modeling (DDM) is a design and governance pattern for structuring, storing, and managing data that changes frequently or in real time so applications and controls can rely on accurate, low‑latency, and auditable information.
Data Source
Ingestion Layer
Transformation & Normalization
Governance & Security
Access Control
Audit & Lineage
Policy Enforcement
Metadata & Schema Management
Storage Layer
API / Integration Layer
Working with RAP and UCM
Risk Analytics Platform
Data Aggregation
Risk Scoring
Decision Support & Reporting
Data Driven Model (DDM)
Analytical Engine
Governance & Metadata Layer
Data Integration & Management
Unified Cybersecurity Modeling
Threat Intelligence Sources
Vulnerability Database
Security Monitoring & Incident Response
Strategic Benefits for the Company
Stronger cyber resilience | Faster and more accurate decision‑making | Lower operational and security costs | Better alignment between IT, security, and business | Improved audit readiness and compliance posture | Reduced likelihood and impact of cyber incidents | Clear, quantifiable risk metrics for executives