Yeah, exactly. I very much believe in that market opportunity. I mean fundamentally our data can enable improvement in crop yield and decrease in inputs which enable real efficiency gains across that trillion dollar sector. They're having struggles in general as a sector, facing pretty strong headwind. But fundamentally, those facts remain true. The problem, if there was any, is that they were using digital ag platforms that they were largely giving away, which wasn't an aligned incentive model. And it's the kind of thing they can't win their having part time. Actually, now we're finding several partnerships, some of which we've talked about, in fact, several of the big ag companies have even released videos and things showing use by data in these ways. But they're reforming their digital ag platforms such that they align incentives. That is, when the [indiscernible] benefits, they get the money. When they get the money, we get the money. When you rely on incentives like that, we can really imagine that scaling. So as Ashley was saying, we're keeping those relationships strong so that they can come back up. I was just also noting, when you were asking about the commercial sector slightly more broadly, we still see a lot of strength in that market more broadly. Agriculture was our biggest sector. But just to touch on a couple of other examples from the last quarter was ZEP-RE, which we previously mentioned, just as an expansion, They're doing these automatic drought insurance products in Africa and they got to their five year milestone within the first two years of getting to I think 1.6 million pastoralists, which is huge. BSS, to talk about an ag customer, did an expansion to do the sustainable agriculture monitoring. PG&E, outside the ag sector now, talking about they were using our data for better serve encroachment in power lines and they did an expansion also in Q1 and also showed some pretty good breakthroughs in the number of fires that were being started. It was something like a 70% reduction in fire that started because of their efforts to reduce vegetation near their power lines. So these are really important value propositions for these customers. A lot of that small, I think that we, in terms of the outlook in agriculture, is probably going to be still relatively soft this year, but perhaps we can expect to see something grow more from that seed corn in next year.