Technical White Paper

ACHERON AI INFRASTRUCTURETechnical Architecture Guide

Complete AI Infrastructure Platform: Fleet Management + Governance + Observability

Executive Summary

Acheron represents a paradigm shift in AI infrastructure, offering the industry's first complete AI infrastructure platform that combines agent fleet management with real-time governance enforcement. As organizations deploy hundreds or thousands of AI agents, they need infrastructure that scales like Kubernetes while maintaining compliance like a governance platform.

$12B
Projected AI compliance market by 2028
<10ms
Policy evaluation latency
90%+
Test coverage, enterprise-ready

Our Solution: Acheron makes operating fleets of AI agents as routine as deploying web services—while keeping them compliant. We combine an agent control plane (declarative agent.yaml, scaling, observability, kill switches) with a governance kernel that translates HIPAA, GDPR, and the EU AI Act into executable runtime policy.

The Problem: AI Infrastructure at Scale

Scale Without Infrastructure

  • Manual deployment and scaling of AI agents
  • Runaway costs from ungoverned AI usage
  • PHI/PII leaks from uncontrolled agent outputs
  • Agent drift with no observability or control

Reactive Governance Models

  • Dashboards and regex duct tape as guardrails
  • Compliance violations discovered after deployment
  • No unified platform for AI operations
  • Limited visibility across agent fleets

Regulatory Landscape Complexity

EU AI Act
144 pages
Colorado SB 24-205
First US state
GDPR Article 22
Auto decisions
HIPAA
Healthcare AI
SOC2
Security controls

The Acheron Platform

"Agent Control Plane + Governance Kernel = AI Infrastructure"

Acheron combines declarative agent fleet management with real-time compliance enforcement, making AI operations as reliable and controlled as container orchestration.

Platform Architecture Overview

Regulatory
Frameworks
Acheron
Compiler
Enforceable
Rego Policies
AI/ML Systems
(LLMs, Agents)
Runtime Engine
(<10ms eval)
Policy Store
(Git-versioned)

Regulation Translation Engine

  • • NLP for regulatory clause extraction
  • • Semantic mapping to policy primitives
  • • Multi-jurisdiction support

Real-Time Policy Engine

  • • Sub-10ms policy evaluation
  • • OPA integration with AI extensions
  • • 10K+ evaluations/second scaling

Multi-Framework Integration

  • • Universal hooks for all AI frameworks
  • • Transparent request/response interception
  • • Zero-modification integration

Declarative Infrastructure

  • • Infrastructure-as-Code approach
  • • Terraform modules included
  • • GitOps workflow integration

Ready to Transform AI Governance?

Join the future of AI compliance with real-time enforcement infrastructure that scales with your business.

For Investors

Infrastructure layer opportunity in the AI revolution

For Developers

Build the future of AI governance infrastructure

Early Customers

Deploy next-generation AI governance infrastructure

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