Dr. Poppy Crum

You know, working well for them, you know, the things that, but I would tend to say the exciting places about digital twins come in and really once you start integrating the data from different places that tell us about the success of our systems and those are anchored with actual successes, right?

Right.

I think you used an example of your mattress and sleep and or even like you.

One I liked was I had three good, very focused work sessions.

You may have used different words, Andy.

But the idea is, OK, you've had those, but it's when you can correlate it with other systems and other outputs that it becomes powerful.

That's the way a digital representative or a digital twin becomes more useful is thinking about that.

Not, you know, the resolution of the data, where the data source, where the data is coming from, meaning whether is it biometric data, is it environmental data?

You know, is it the context of the state of what else was happening during those work sessions?

And how is that something that I don't have to think about, but AI can help me understand where I'm successful and what else drove that success or what drove that state?

Right.

It's not just my success.

It's intelligence.

I like to call it situational intelligence.

It's sort of the overarching goal that we want to have.

And that involves my body and systems having situational awareness.

But it's really a lot of integration of data that –

AI is very powerful for thinking about how does it optimize and give us the insights.

It doesn't have to just have systems behave, but it can give us the insights of how effectively we can act in those environments.

Two examples to your point, which I love.