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PreFrox Platform

End-to-end Responsible AI governance - one policy engine, every AI system.

PreFrox provides a centralized platform to govern AI systems across development, deployment and operations: register, assess, guardrail, enforce, and evidence - continuously.

PF-MOD-01

Policy Engine

  • Centralized policy management
  • Version control
  • Approval workflows
  • Policy templates & custom controls
PF-MOD-02

Risk & Compliance Engine

  • EU AI Act, ISO 42001, NIST AI RMF
  • GDPR, DORA, HIPAA
  • Industry-specific regulations
  • Continuous compliance scoring
PF-MOD-03

AI Guardrails

  • Prompt protection
  • Output validation
  • Hallucination detection
  • Sensitive content & tool-access controls
PF-MOD-04

Runtime Guardian

  • Real-time policy enforcement
  • Continuous monitoring
  • Violation detection & response controls
  • Human escalation
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Audit & Evidence Vault

  • Immutable audit logs
  • Evidence collection
  • Executive & regulatory reporting
  • Full traceability
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Governance Intelligence

  • Risk dashboards
  • Compliance scorecards
  • Trust metrics & operational KPIs
  • Executive insights
The Differentiator

Responsible AI as Policy-as-a-Service, embedded in DevSecOps.

PreFrox isn't a tool you run once. It's the AI policy guard embedded into your DevSecOps pipeline - enforcing governance at every stage, every API call, every version release.

01

Build AI Model

02

Register in PreFrox

03

Connect Data (e.g. Collibra)

04

Apply Trust Pack

05

Governance Scan

06

Release Gate

07

Runtime Guardian (Live)

Policy enforced at every step - not just at the end.

Enterprise Logical Architecture

Three layers: your data, the policy enforcement layer, your AI applications.

LAYER 01

Enterprise Data & Systems

Collibra (MDM), CRM, billing platforms, policy documents, GCP cloud and observability logs feed metadata and policies into PreFrox.

LAYER 02

PreFrox Enforcement Layer

Trust Pack Engine, Policy Guard, Runtime Guardian, Human Review Queue, Governance Intelligence, Evidence & Audit - working together to produce a governed AI response.

LAYER 03

AI Applications

Billing Dispute AI, Sales Coach AI, Customer Support AI, Network Assistant AI, Claims Processing AI, Fraud Detection AI - and any system you register.

Technical Architecture

API-first. GCP-native. Globally deployable.

Every query passes through the PreFrox Engine - Policy Engine, RAI Pillar Evaluator (7 pillars, A–H framework), Runtime Guardian and Decision Engine - before a decision is returned.

INPUTS

What PreFrox Reads

User / AI query, runtime metadata, Collibra MDM, policy documents, AI system profile.

DECISION

What PreFrox Returns

PASS / Allow · WARN + Message · BLOCK / Prevent · ESCALATE Human Review · Reports & Audit Pack.

DELIVERY

How It's Deployed

REST API + SDK, per-version API calls, multi-region, SOC2 / ISO27001 aligned, role-based access.

Walk through the architecture with our team.

We'll map the platform onto your existing stack - Collibra, GCP, CI/CD - in a single working session.

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