AI spend is nowhere close to hitting any walls. Obviously this data is weighted toward engineering-centric companies, with the top 1% spending $7,500/mo and top 10% spending $660/mo per employee on AI. But the general trend of continued exponential growth is occurring throughout all firm types. And what the top 10% is doing today may easily be what the top 50% is doing in 3 years from now, at least in terms of token volume if not in dollars. This is why there’s still so much opportunity right now in the diffusion of AI in the enterprise. Especially as token costs come down, we will throw larger portions of work at agents. They’ll be scanning all our code for security issues, testing all of our software, writing coding for much larger projects, processing nearly all data, and much more. So this trend has no end in sight.