The work includes full-time data authors on the platform and company-side auditing to ensure data quality, even when auditors lack the relevant domain background.

“It, it's both those things, right? It's like people who are authoring the data day in, day out, who are essentially not doing anything else except working, you know, on, on the platform to, to author the data.”

“And then on our like side, certainly, how do you audit that data? How do you ensure that data is really good if you don't come from that background?”