Caldwell describes the purpose of Mariana OS as leverage, not replacement — solving thousands of small operational paper cuts daily to let a small team do much more with less. ✦ AI generated
Turner Caldwell · a16z Podcast · 2026-08-05 · original ↗
starts at this moment · 2:39
The real magic of Mariana's product is that it's software that drives fundamental behavior change. It's not software for software's sake, but it's software that solves every single one of those tiny paper cuts a thousand times a day across a thousand different people. The purpose of Mariana OS is not to replace people. It is to give them leverage and to give them an expanded impact. Basically how do we make a really small talented team do much more with a lot less. And software and machine learning is the way to do that. It's the only way to do that.
verbatim transcript · starts at 2:39
2:39need to power the modern economy. And so fundamentally we think that that is [music] a problem both for national security reasons as well more globally and we think the only way to actually address that is you have to be a vertically integrated software first minerals mining and [music] refining company. The [music] real magic of Mariana's product is that it's software that drives fundamental behavior [music] change. It's not software for software's
3:04sake, but it's software that solves every single one of those [music] tiny paper cuts a thousand times a day across a thousand different people. [music] The purpose of Mariana OS is not to replace people. It is to give them leverage and to give them an expanded [music] impact. Um, basically how do we make a really small talented team do much much more with a lot less. And software and
3:25machine learning is is the way to do [music] that. It's the only way to do that. It has been very interesting to see the level of support and the level of emphasis [music] that has been placed on the critical minerals industry since January of 2025. And so that's where the momentum starts [music] to build. That level of emphasis started to draw more attention to the company. And so we met
3:41with Aaron at A16Z [music] decided to pull forward the series A because we had landed on this project in Utah that we're [music] like we should bring this in and we should go and attack this faster than we had initially planned. Sometimes the window presents itself and you have to dive through it. That's what we're doing with Copper One. >> We got introduced to Copper One through