A lot of these earlier companies suffer from technical debt because they started in a time where these services didn't exist. Five years ago was just the beginning. Seven years ago, there was basically nothing. I think we're in a really strong position now where there's tons of services that we can utilize to build a real AV system and we're not encumbered by the internal vertical integration that other companies have. So timing does matter.