Systems

AI Infrastructure

Enterprise AI reference architecture - (Capital One - Discover)

A governed AI platform pattern for regulated enterprise environments balancing experimentation, evaluation, security, and operations.

  • AI Platforms
  • Governance
  • Evaluation
  • Enterprise Architecture

Enterprise AI adoption needs more than model access. It needs patterns for identity, data boundaries, evaluation, deployment, observability, and operational ownership.

This reference architecture organizes AI capabilities into governed layers: approved model access, prompt and workflow controls, evaluation gates, logging boundaries, and platform support paths.

The goal is to let teams experiment without bypassing the security, compliance, and reliability expectations that already apply to production technology environments.