OpenAI's IPO Could Be the Most Expensive Bet in a $3.6 Trillion AI Pipeline

That last part is where things get interesting.

The Ona acquisition isn't a coincidence

The same week the S-1 news broke, OpenAI announced it's acquiring Ona, a cloud platform built specifically to support AI agents. According to Bloomberg's reporting on the deal, the acquisition is part of OpenAI's push to make its technology more useful for businesses, particularly in agentic workflows.

You might be wondering what a cloud infrastructure startup has to do with an IPO filing. Quite a lot, it turns out.

If OpenAI is going to justify whatever valuation it's about to ask public market investors to swallow, it needs a credible enterprise story. Agents are that story. The pitch is basically: ChatGPT got us here, but autonomous AI agents running on scalable cloud infrastructure are what takes us to the next level of revenue. Ona gives them the plumbing to make that pitch more concrete.

Whether that plumbing is actually ready for enterprise-scale deployment, it's too early to say. Ona appears to be a relatively small startup, and the company didn't disclose deal terms or timeline for integration.

What this means for the broader AI market

The $3.6 trillion pipeline figure is the number I keep coming back to. It suggests a market that's, in a way, pricing in a future that hasn't arrived yet. Some argue this is rational, that AI productivity gains will eventually justify these valuations. Others counter that we're watching a capital formation cycle that's outpacing actual deployment and real-world returns.

I don't have a clean answer to that. This is based on limited public data and a few analyst takes, not a comprehensive look at enterprise AI adoption rates. But the pattern is familiar to anyone who watched the cloud computing buildout in the 2010s, or, less charitably, the late-stage dot-com run-up.

What's different this time is the concentration. OpenAI sits at the top of a market it largely created, with a brand recognition advantage that most enterprise software companies would spend decades trying to build. That's real. The question is whether it's $3.6-trillion-pipeline real.

The IPO, when it comes, will be one of the more revealing moments in recent tech history. Not just for what it tells us about OpenAI's financials, but for what public market investors are actually willing to pay for AI's future. I think we'll learn a lot from that number.

Google just slashed the cost of its AI Plus plan, and everyone's calling it a win for consumers. They're not wrong, but they're missing the bigger story.

Robert "Bob" Macintosh · 9 hours ago · 4 min