In-house video marketing vs outsourcing to an agency?

Is it worth building an in-house video team for our ad campaigns? We're currently doing standard image ads but want to pivot to heavy video content. The cost of equipment, lighting, and hiring a videographer seems steep compared to just outsourcing it. What do you guys do?