Why I’m building an orchestration engine in public

I lead analytics and a growing portfolio of enterprise AI work, where I’ve learned that the hard part of AI isn’t the model. It’s accountability: who approved what, what an agent was allowed to do, and how you prove it. I’m building Canonik in public, a neutral orchestration engine for work done by people, AI agents, and systems, and writing here about the decisions behind it.