Resource Article
Resources / AI Business Systems
Every team has someone who's good with ChatGPT. That's not the same as having AI integrated into your business operations. This article breaks down the structural differences between ad hoc AI tool usage and production AI systems — data connectivity, monitoring, governance, human review, and accountability — and describes the failure modes that appear when teams try to bridge the gap without engineering support.