Category leadership in AI won't be decided by benchmark performance. That's the argument Jonathan Yip of
@HSBC makes, pointing to where investor capital is actually flowing.
Jonathan says investors are currently underwriting three things. Compute, compliance, and commercial. The companies gaining the most ground are those embedding themselves into regulated workflows and partnering with institutions to solve real problems.
The benchmark question is secondary. What matters is whether a company can bring the right compute in a compliant way to the right customer or partner. That combination is what produces category winners.
Two factors make regulated markets particularly important. First, navigating compliance is difficult, but companies that get it right unlock substantial productivity gains. Second, regulated markets are sticky. Once a firm like Goldman Sachs buys your technology, they are unlikely to switch. That lock-in is where durable commercial value gets built.