AI Is Everywhere in Your Organization. Is Anyone Actually in Control?
How Cloudflare helps you democratize AI access for your teams, developers, and applications — without losing visibility, security, or your budget. TL;DR — In part one of this series, I covered the AI traffic hitting your infrastructure from the outside — crawlers, training bots, the broken value exchange between content creators and AI platforms. This post is the mirror image: the AI your organization reaches out to, every day, across every team — and why that consumption is far less controlled than most organizations realize. Shadow AI usage, fragmented provider accounts, API keys scattered across codebases, and no centralized data governance are the norm, not the exception. The real challenge isn’t getting your teams to use AI — they already are. It’s building the infrastructure layer that makes that adoption sustainable, secure, and cost-controlled. Cloudflare’s AI Gateway, combined with the broader Cloudflare developer platform, is that layer. Not because of what it says on a product page, but because of what I see in the field. ...