AIUCP: AI Unified Control Plane

SmartHaus Research • 2024 • Patent Pending

Abstract

The AI Unified Control Plane (AIUCP) provides a mathematical framework for orchestrating multiple AI models with guaranteed consistency, optimal routing, and automatic fallback. Unlike simple API gateways, AIUCP maintains semantic consistency across model switches.

Optimal Routing

Model_selection = argmax P(M_i|Context) × Quality(M_i) / Cost(M_i)

Key Features

  • Dynamic model selection based on task requirements
  • Automatic fallback chains with semantic preservation
  • Cost-quality optimization with mathematical guarantees
  • Context preservation across model boundaries

Architecture

AIUCP implements a three-layer architecture: routing layer for model selection, adaptation layer for semantic translation, and execution layer for model invocation with monitoring.

Resources