Enterprise AI Security

Preemptics Platform Architecture

A modular, extensible system for continuous AI security testing and evidence generation.

Core System Components

Purpose-built modules for adversarial testing

Campaign Orchestrator

Define testing objectives, scope, constraints, and scheduling. Manage multiple concurrent campaigns.

Reasoning Engine

Multi-turn adversarial reasoning with context awareness, tool use planning, and attack chain orchestration.

Execution Layer

Safe execution environment with rate limiting, cost controls, and real-time monitoring.

Evaluation Engine

Analyze attack success, impact assessment, and criteria matching with detailed metrics.

Technical Architecture

Under the hood

Campaign Management

  • Define security objectives and attack goals
  • Specify scope: Models, deployments, and data
  • Set constraints: Rate limits, costs, timeouts
  • Schedule automation: One-time or continuous
  • Monitor progress and resource usage
  • Manage multiple parallel campaigns

Reasoning & Execution

  • Stateful multi-turn conversation handling
  • Tool use planning and orchestration
  • Context-aware objective reasoning
  • Safe execution with guardrails
  • Real-time attack monitoring
  • Automatic evidence collection

Adversarial Reasoning Capabilities

Multi-dimensional attack surface coverage

Prompt-Level Attacks

Direct injection, context confusion, constraint violation, semantic attacks, and linguistic manipulation.

System-Level Attacks

RAG poisoning, fine-tuning attacks, dependency hijacking, and deployment-specific vulnerabilities.

Agent Attacks

Tool misuse, goal hijacking, action planning exploitation, and multi-step chain manipulation.

Data Security & Privacy

Enterprise-grade protection

Data Protection

End-to-end encryption, at-rest encryption, and secure key management. No customer data used for training.

Tenant Isolation

Complete logical and physical isolation between customers. Dedicated infrastructure options available.

Audit & Compliance

Complete audit logs, SOC 2 certification, GDPR compliance, and regulatory documentation.

API & Integration Capabilities

Programmatic access and third-party integrations

REST API

Full-featured REST API for campaign management, execution monitoring, and evidence retrieval.

  • • Campaign CRUD operations
  • • Real-time attack monitoring
  • • Evidence and report retrieval
  • • Webhook support for events

SDKs & Libraries

Native SDKs for popular languages and frameworks.

  • • Python SDK (LangChain compatible)
  • • JavaScript/TypeScript SDK
  • • Go client library
  • • Terraform provider

Third-Party Integrations

Native connectors to popular platforms and services.

  • • Slack notifications
  • • GitHub Actions
  • • SIEM integration (Splunk, ELK)
  • • GRC platforms

Model Connectors

Model-agnostic testing across major providers.

  • • OpenAI, Anthropic, Google, Meta
  • • Custom/proprietary models
  • • Local model endpoints
  • • Multi-model orchestration

Compliance & Regulatory Frameworks

Native support for major frameworks

OWASP LLM

  • Top 10 LLM risks
  • Automated coverage
  • Evidence mapping

NIST AI RMF

  • Governance mapping
  • Risk assessment
  • Mitigation tracking

ISO 42001

  • AI management system
  • Control evidence
  • Audit readiness

EU AI Act

  • High-risk classification
  • Compliance documentation
  • Audit trails

Explore the Full Platform

Schedule a technical deep-dive with our platform specialists.