Governed Reliability in Enterprise-Grade AI

This document is a technical report that discusses the concept of Governed Reliability in the context of enterprise-grade artificial intelligence (AI). It outlines the challenges posed by generative AI, including a significant decrease in software quality and an increase in vulnerabilities. The report emphasizes the importance of transitioning from experimental AI development to a structured, spec-based engineering model, facilitated by Inflectra's governance solutions. It details the proven business impact of these solutions, such as cost reductions and improvements in test coverage and development time. The report also describes the orchestration of AI governance through the Model Context Protocol, which enables secure scaling of AI operations. Additionally, it presents the concept of resilience through vision-based healing, which minimizes maintenance overhead. The document concludes by highlighting the need for a rigorous framework to audit AI operations, ensuring safety, ethics, and compliance with regulatory standards.