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Solution 03

AI Secure Architecture

Designing for Resilience against AI-Native Threats

Rushed AI and LLM deployments inject new structural risks into the enterprise. AI Secure Architecture integrates posture visibility directly into your deployment pipelines ensuring models, APIs, and data access remain hardened.

The Business Problem

Speed is killing engineering security.

Engineering and product teams are deploying copilots, AI agents, and RAG architectures faster than security can model the risk. Traditional application security tools are blind to prompt injection, model inversion, and semantic exfiltration.

How CDP Solves It

Structural exposure mapping and test

We connect your entire development pipeline to RedLine and Neural C2, delivering deep code-to-runtime exposure mapping specific to AI/LLM architectures, turning theoretical logic flaws into patched configurations.

VORTEX Methodology Enabled

Defensible design

VORTEX architecture design doesn't just block attacks; it builds observable perimeters. We integrate logging constraints, strict data segregation, and defined execution envelopes into the base architecture of your internal systems.

  • ◎LLM inference pipeline hardening
  • ◎RAG data-boundary validation
  • ◎API surface vulnerability reduction
  • ◎Continuous configuration analysis
Powered by Engines
RedLineAPI & App Exposure
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Neural C2Architecture Validation
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BlackCoreDevSecOps Posture
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Scope of Coverage

Application ArchitecturesSource code, dependencies, and container images.
AI Inference LogicGuardrail analysis and model interaction layers.
Enterprise APIsGraphQL, REST, and gRPC endpoint mapping.
Data Graph TopologiesKnowledge graph and Vector DB access boundaries.

Execution Deliverables

01. AI Threat ModelsComponent breakdown of projected LLM impact.
02. Architecture Hardening PlansSpecific infrastructure/as-code remediation logic.
03. Pipeline Gate IntegrationsCI/CD rules built to stop vulnerabilities automatically.
04. Posture Compliance AuditsProof of architecture resilience for major updates.

Build hardened systems

Stop AI and API vulnerabilities before they are shipped to production.

Secure Your Architecture