Thanks for pointing this out. Although using crowdsourced labor could be the most cost-effective, we don't think it can guarantee the level of quality we get from in-house team. We believe our AI will be able to automate a lot of the pieces and make our in-house team cost-effective. I'm sure you have a lot of experience in terms of scaling workforce, please let me know if you have any advice for us!