AIXEL Insights
Field notes on Enterprise AI.
Analysis on Enterprise AI, automation, and what actually ships in production - from the AIXEL team.
Why most Enterprise AI pilots never reach production
About 95% of Enterprise AI pilots deliver no measurable return, and the last mile - not the model - is where they die.
AI is becoming a colleague, not a tool
The real shift in Enterprise AI is not a smarter model but a change in kind - from a tool you open and close to a colleague with an identity, a memory and a mailbox. We built one to prove it.
Your AI agents need an AI governance platform
Companies are adding AI agents faster than the controls around them. An AI governance platform is the single layer that monitors every agent, scopes its access, caps its spend, and controls what it can do - before the agent count doubles.
Why we follow systems, not bosses
People take orders from a fair system more easily than from a human boss - and that is quietly moving management itself from people to AI-run systems.
Why AI independence matters
The biggest AI risk in your company right now isn't a weak model. It's that you can't leave the one you're using.