STOP making your agent learn only from the chat
This automatic learning works across your entire product 👇🏻
Most AI strategies are optimizing the wrong data source.
I've spent the last few months investigating CTOs, Chief AI Officers, and heads of product at companies deploying agents at real scale.
There's a pattern I keep noticing:
Everyone is investing heavily in learning from agent conversations.
Meanwhile, 90% of the actual signal is sitting right next to the chat window, completely untouched.
Your users don't just talk to your agent.
They *use* your product.
They click, hesitate, open pages, abandon flows, message a teammate, convert and churn.
That behavioral surface is 10–100x richer than the chat conversation itself!
And it's the context your agent needs to actually be useful in an enterprise setting.
👉 I’ve noticed that the team at
@CopilotKit is one of the few actually building the infrastructure for this, called Intelligence.
Here's how it works:
> Analyzes product interactions and agent traces
> Flags patterns and proposes new skills
> Your agent ingests every skill you approve
Now every user-interaction in your product becomes a learning signal.
If you want to pull ahead right, you need to make your agents learn from the whole product, not just the chat window.
Worth a look if you're thinking about where your AI stack needs to go in the next 12 months.
Get early access to it here:
go.copilotkit.ai/get-learnin…