Most AI platforms treat memory like a walled garden.

What you tell ChatGPT stays in ChatGPT. What Claude learns about you stays in Claude.

People frame this as a "memory" problem. We don't think it is. It's an interoperability problem.

Throughout building our universal memory layer, this is the pattern we kept seeing:

One memory across 30+ agents

Switching between different AI models should not force you to endlessly repeat your information again and again.

We decided 2025 would be the last year that people spend 5+ hours/week in endless context repetition loops. Hence emerged AI Context Flow, #1 product of the day with ~2000 users now!

But 2026 is going to be even better. Today, I'm excited to announce our biggest update yet: Pluto (can you guess the wordplay here? )

We built a small calculator for you to see how much time you are wasting per day/week/year just due to context switching between different AI tools. Try it out!
My wastage was 6 hours/week, what's yours?