PowerGraph (KGNN) data flows, and benefits would help a multinational bank with a multi-agent framework and automatic security compliance auditing (ASCA).
PowerGraph designs easily translatable data into a visual diagram or infographic (Knowledge Graph).
Detailed Graphic Description: Equitus PowerGraph (KGNN) in a Multinational Bank for ASCA & Multi-Agent Framework
Graphic Title: Equitus PowerGraph: The AI Foundation for Secure & Compliant Banking on IBM Power 10/11 AIX
I. Top Layer: Executive & Regulatory Oversight (The "Why")
Left Box: Business Drivers (Risk & Efficiency)
Right Box: Key Stakeholders
Chief Compliance Officer (CCO)
Chief Risk Officer (CRO)
Chief Information Security Officer (CISO)
Chief Technology Officer (CTO)
II. Middle Layer: The AGI-Focused Meta-Agent Framework (The "How")
Central Component: Meta-Agent Orchestrator (The "Brain")
Description: A sophisticated AI agent framework capable of hierarchical task execution, overseeing specialized sub-agents. It leverages PowerGraph as its real-time, explainable memory and reasoning engine.
Connections: Connects to "PowerGraph Core" below and "Specialized Agents" to its left.
Left Side: Specialized AI Agents (The "Doers")
Function: Detects patterns for Anti-Money Laundering (AML), Fraud, Insider Trading.
Inputs: Transaction data, communications, news feeds (from PowerGraph).
Outputs: Alerts, SAR recommendations.
B. Risk Management Agent:
Function: Assesses credit risk, market risk, operational risk in real-time.
Inputs: Portfolio data, market feeds, regulatory changes (from PowerGraph).
Outputs: Risk reports, stress test scenarios.
C. ASCA (Automatic Security Compliance Auditing) Agent:
Function: Continuously monitors and audits IT infrastructure against regulatory frameworks.
Inputs: System logs, configuration files, network traffic, security events, policy documents (from PowerGraph).
Outputs: Compliance reports, non-compliance alerts with root cause, audit trails.
D. Customer Experience Agent:
Function: Personalizes banking services, responds to inquiries, identifies churn risk.
Inputs: Customer interactions, transaction history, sentiment analysis (from PowerGraph).
Outputs: Personalized offers, proactive support.
III. Bottom Layer: Equitus PowerGraph (KGNN) & IBM Power 10/11 AIX (The "Foundation")
Central & Largest Component: PowerGraph Core (KGNN)
Description: The heart of the system. A native knowledge graph neural network database running on IBM Power 10/11 AIX.
Internal Mechanisms:
Auto-ETL & Ingestion: Automatically ingests raw data.
Semantic Extraction: Understands meaning and relationships.
Vectorization & Graph Formation: Converts data into interconnected nodes and edges with embeddings.
RAG Engine: Serves contextual, real-time data to AI agents.
ASCA Templates: Pre-defined rules and mappings for compliance standards (e.g., PCI-DSS, GDPR, Basel III, ISO 27001).
Key Differentiators:
Native Power 10/11 AIX: Optimized for MMA, high performance, security, data sovereignty.
Explainable AI: Traceability for every data point and AI decision.
Schema-less: Adapts to evolving data structures.
Connections:
Receives data from "Data Sources" (left).
Feeds "Meta-Agent Orchestrator" (above).
Outputs to "Outputs & Dashboards" (right).
Left Side: Disparate Data Sources (Inputs to PowerGraph)
A. Core Banking Systems: Transaction ledgers, customer accounts, payment systems.
B. Security & IT Ops Data:
IBM PowerSC Logs (security events, configuration changes)
SIEM/Log Management (Splunk, QRadar)
Network Device Logs (Firewalls, Routers)
Endpoint Security Logs (EDR/AV)
Vulnerability Scanners (Qualys, Nessus)
Identity & Access Management (IAM)
Configuration Management Databases (CMDB)
C. Enterprise Applications: CRM, ERP, HR systems.
D. External Data Feeds: Market data, news, sanctions lists.
E. Policy & Regulatory Documents: PDFs, internal policies, legal texts.
Right Side: Outputs & Dashboards
A. Unified Compliance Dashboard:
Real-time status of all relevant compliance frameworks.
Color-coded alerts for non-compliance.
Drill-down to root cause analysis.
B. Audit-Ready Reports:
Automated generation of reports for internal and external auditors.
Direct links to underlying evidence in the knowledge graph.
C. Anomaly Detection & Alerts:
Proactive identification of security threats and operational risks.
D. Explainable AI Insights:
Visualizations of agent reasoning and data lineage.
E. Integration with SOAR/ITSM:
Automated incident response workflows.
IV. Underlying Infrastructure
Bottom Strip: IBM Power 10/11 AIX Infrastructure
Description: The robust, secure, and high-performance foundation.
Components: Power Servers (with MMA), AIX Operating System, PowerVM Virtualization, Storage Area Networks (SAN).
Overarching Benefit: Enterprise-grade security, reliability, and data sovereignty.
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