How do you stress test 100,000 things in a way that is being able to help develop at the speed of today's artificial intelligence.

Yeah, so by automating our approach, we're able to test a lot more than a human could in a fraction of the time.

With the example you mentioned, manually typing it, of course you have to do that quality assurance in development and you have to write your tests, but it's slow and there's only so many that you could think of.

And even, let's say someone even wrote an automated testing script, it's hard, especially for startups, to be able to integrate expertise from a lot of people.

Like, you know, maybe someone will try and imagine like how might a user express suicidal ideation or some sort of risky message.

But we fully automate that end to end.

And so we've talked with many different clinicians from different geographic backgrounds, different cultural backgrounds, different modalities and philosophies of therapy.

like