ipoxcap

AI Risk, Integrity, Responsibility, & Regulation

The Central Command for Enterprise AI Governance.

IPOXCap AI’s AIRR Platform transforms chaotic GenAI deployments into secure, auditable, and compliant assets, built on decades of experience developing large quantitative models.

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Expert Perspective on AI Threats

From Quantitative Models to Agents: The New Security Frontier

As a leading and award-winning developer of quantitative generative AI systems, IPOXCap AI has unique insight into the intrinsic, non-traditional risks introduced by Generative AI, LLMs, and autonomous agents. These systems move far beyond traditional perimeter defense.

The true threat lies in manipulating the model's core integrity and context, leading to devastating operational and compliance failure.

Critical Threats Raised by Industry Peers:

  • Data Poisoning: Subverting model integrity during training or fine-tuning, leading to malicious outputs or systemic bias—a core focus area for quantitative risk mitigation.
  • Prompt Injection & Context Manipulation: Exploiting input flows (RAG) to bypass guardrails and extract sensitive data or force unauthorized actions.
  • Autonomous Agent Risk: The inherent danger of AI agents executing complex, unauthorized, or financially damaging actions in real-world systems (e.g., trading, logistics) without human intervention.

Four Pillars of AIRR Assurance

Governance

Centralized policy enforcement, model inventory management, and responsible AI oversight. Define and automate ethical guidelines across all LLM pipelines.

Risk Management

Continuous, automated threat detection, bias testing, and vulnerability scanning. Real-time reporting on security and adversarial risks (e.g., prompt injection).

Data Integrity

Cryptographic verification of data provenance and lineage. Includes advanced defense against data poisoning via the optional GDI Service.

Compliance & Audit

Automated evidence generation and controls mapping for leading global frameworks (e.g., SOC 2, ISO 27001, NIST CSF, AI Act). The Compliance Dashboard delivers auditable reports.

28 Integrated Security Modules for Core AI Defense

The AIRR Platform incorporates a robust, full-stack security engine, providing the unified defense capabilities necessary for mission-critical AI deployments across all enterprise assets.

Threat Intelligence & Analysis

  • Threat Feed Aggregation
  • IOC Correlation
  • Threat Context

Alert Detection & Correlation

  • Alert Manager
  • Correlation Engine

AI Risk Awareness & Training

  • GenAI Policy Training
  • Prompt Injection Awareness

Incident Response & Mgmt

  • AI Incident Manager
  • AI Governance Playbook
  • SOAR Integration
  • Investigation Workflow

Adversarial Threat Hunting

  • Adversarial Attack Detection
  • Data Poisoning Tracing

Model Access Control

  • LLM Role Management (RBAC)
  • User Management
  • System Configuration

Digital Forensics & Data Analysis

  • Model Behavior Analysis
  • Prompt & Response Log Forensics
  • Chain of Custody

AI Compliance & Risk Management

  • AI Compliance Dashboard
  • AI Risk Assessment
  • Audit Logs

Enterprise Integration & SOAR

  • API Gateway (REST/OAuth)
  • Integrations (Connectors)
  • Webhooks (Automation)

AI Asset & Vulnerability Mgmt

  • Model & LLM Inventory
  • Model Vulnerability Management

Reporting & Visualization

  • AI Security Metrics
  • Executive Risk Dashboards
  • AI Threat Visualization
  • Automated Reporting

Seamless Ecosystem Integration

The AIRR Platform integrates natively with your existing security ecosystem, ensuring AI governance data flows directly into your command center.

SIEM Integrations

Splunk ES IBM QRadar ArcSight Elastic/Kibana Open Source SIEMs

Threat Intelligence

MISP ThreatConnect Anomali STAXX AlienVault OTX Commercial Feeds

EDR Ecosystem

CrowdStrike Falcon SentinelOne Carbon Black Tanium

VM Platforms

Tenable Nessus Qualys VMDR Rapid7 InsightVM OpenVAS
Forensic Readiness

SOC-Grade Digital Forensics for AI Incidents

IPOXCap AI provides the advanced forensic modules necessary to investigate AI-related incidents, maintaining strict Chain of Custody for auditable evidence.

Prompt & Response Analysis: Integrated analysis capabilities for tracing misuse, policy violations, and adversarial inputs across the LLM environment.

Automated Chain of Custody: Track evidence collection, handling, and analysis automatically to ensure data integrity and compliance with legal standards.

5

Active Cases

12

Evidence Items

100%

Custody Integrity

4

Tools Available

Forensic Tool Status

Autopsy Digital Forensics Platform Available
Volatility Memory Analysis Available
FTK Imager In Use
Wireshark Network Analyzer Available

Specialized Protection: GDI Service

The GenAI Data Integrity (GDI) Service is the critical add-on module for organizations facing advanced poisoning and contextual manipulation threats in their RAG pipelines.

  • ✓ Data Provenance & Integrity Ledger (DPIL)
  • ✓ Algorithmic Poisoning Detection Suite (APDS)
  • ✓ RAG Contextual Firewall
Learn More About GDI

Investment in Mission-Critical AI Governance

IPOXCap AI offers both focused, high-value Pilot Engagements and scalable Annual Subscriptions for continuous, audit-ready AI governance.

Pilot Programs

Annual Subscriptions

Ready to Secure Your AI Future?

Schedule a personalized demonstration of the IPOXCap AI AIRR Platform tailored to your GenAI compliance challenges.