If the right decision isn't obvious to everyone in the room, including the least experienced person in the room, you don't have enough data to make the decision. You should break, get thr data, and regroup when you have the data to make thr proper decisions. Data driven decisions.
I'd love to ask anyone who's worked on present day Instagram/Facebook what the long term effects of data driven decision making is. My understanding is that it's been a toss up. I think PG has a tweet a while back like "some decisions are so bad, no one in their right mind would agree to this if there wasn't data to back it up". More of less saying, you can find data to support any decision, so why even be data drive…
I'm speaking from a 20 year background designing medical devices and other critical infrastructure. In my world, like with airliners, it's important to get decisions right or people can be killed. Therefore, data driven decisions.