Building Brainface: a visual control room for AI brains

I’m building Brainface, a visual control room for the memory, sources, context and agents behind personal and business AI systems.

Chat is useful for getting work moving, but once priorities, sources, permissions and agents multiply, it becomes difficult to see the whole system. Brainface adds a persistent visual layer alongside tools such as Slack, Telegram and AI coding agents, helping people see what their AI knows, where its context comes from and what needs attention next.

The product is currently in early access. I’m looking for founders and teams already building persistent AI memory or multi-agent workflows who are willing to describe what they need to see and control.

You can view the current product concept and join the waitlist at https://www.brainface.ai/

What is the hardest part of keeping your AI context understandable as your setup grows?