
AI Assistants vs AI Operating Systems
Every tool now ships an AI assistant. So why does work still feel manual?
Practical thinking on enterprise AI, MCP, and giving AI complete business context.

Every tool now ships an AI assistant. So why does work still feel manual?

MCP explained in five minutes — no protocol spec required.

AI connected to one-tenth of your business gives one-tenth of an answer.
Bring projects, communication, knowledge, HR, security and operations into one platform — and give AI the complete context these articles are about.