And today we're going to have a conversation about how every company wants AI agents. But here's the problem. Most companies aren't actually ready for them. Five trans research found that 15% of organizations say they're fully prepared to run a genetic error in production. even as nearly 60% are investing millions in it. Joining me now to unpack that gap is George Fraser, CEO and co-founder of Fivetron. Welcome, George. Great to be with you. So I guess we'll just get straight into it, George. Those are some interesting findings that you guys released earlier this year. Help us understand the gap. What does it mean to be a gentic AI ready in