And all of these things are proprietary engines, like competitors is not your taxonomy from Crunchbase or PitchBook. It's a dynamic taxonomy that is refreshed every week based on what we glean from 30,000 companies. So pretty comprehensive, and and t

the outgo is not straightforward. The datasets are pretty straightforward. For our engine that helps us know everything, know more, is is all we basically built a fine tune rack, that is proprietary, that's been running for two years, and that basica