Technical Documentation

EVE Core Documentation

Technical guides, architecture references, and compliance documentation for AI governance enforcement. Learn how deterministic policy enforcement works and how to integrate EVE CoreGuard into your stack.

Core Concepts

Foundational

What Is an AI Governance Enforcement Layer?

The definition, purpose, and architecture of a dedicated enforcement layer between your application and LLM providers.

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Architecture

Deterministic AI Governance: Why Probabilistic Guardrails Fail

Why regulated industries need deterministic enforcement — and why LLM-based safety filters cannot satisfy compliance requirements.

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Concepts

AI Governance vs. AI Enforcement: Why the Difference Matters

Governance frameworks define policy. Enforcement layers execute it. Understanding the difference is critical for compliance teams.

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Technical

AI Policy Enforcement Architecture: A Technical Guide

PEP/PDP patterns, integration options, latency budget, policy versioning, and audit log schema for production deployments.

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API Reference

EVE CoreGuard API Reference

Complete REST API documentation including request/response schemas, Python SDK quickstart, authentication, and rate limits.

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Comparison

AI Governance Frameworks Compared

NIST AI RMF, ISO 42001, EU AI Act, and OECD principles compared — and where EVE CoreGuard fits as the enforcement layer.

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Compliance

LLM Bias Detection and Enforcement

How EVE CoreGuard detects and blocks biased AI decisions at the policy evaluation layer — ECOA, Reg B, and disparate impact compliance.

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Integration

EVE CoreGuard Integration Guide

Step-by-step integration patterns for connecting EVE CoreGuard to your LLM pipeline — SDK setup, webhook configuration, and policy pack deployment.

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Deployment

Sidecar Forward Proxy Deployment

Deploy the egress governance gateway: fail-closed enforcement, signed decision certificates, and the Kubernetes sidecar pattern with non-bypass iptables routing.

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Audit

AI Governance Audit Trail

How EVE CoreGuard's signed decision certificates and tamper-evident audit log satisfy examiner and auditor requirements for AI governance records.

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SDK & Integration Reference

Blog & Insights

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Part of the EVE AI Core control plane Deterministic AI Governance Control Plane → Policy decisions that return the same result for the same input every time, before execution.