The AI Bubble Brief

Context For Strategic Leaders

The whiplash is real. One week you're told AI will replace millions of jobs. The next, you're reading that 95% of enterprise AI pilots fail to deliver measurable impact.

Here’s what Flow Digital’s team is actually seeing: the bubble is in venture capital and overhyped tools, not in the underlying technology.

What Actually Pops: "AI Gnats"
Just like the Dot-Com Bubble of the 90s, it’ll be the dozens of lookalike AI tools occupying micro-niches (“AI gnats”) that shut down. Back then pets.com failed, but eCommerce survived and Amazon became a giant. In the AI and automation world, the foundational platforms (HubSpot, Zapier, etc.) likely aren't going anywhere.

Most of the “gnat” shutdowns won't make headlines—they'll just stop responding to support tickets.

The more immediate risk isn't tech failure; it's bad buying decisions. Teams are over-buying tools they can't implement. We see this on discovery calls weekly:

Impulse purchases after webinars, $20K-$50K spent on CRMs and add-ons that sit unused because no one mapped the workflow first.

The quality backlash is already here: Over 82% of phishing emails are now created with AI help. Clients have gone from saying things like, “Have AI do it” to "Don't let this sound like AI." The market is waking up to output quality issues and brand risk faster than vendors expected.

The Real Constraint: Your Process, Not The Model
Think of AI as the smartest idiot you've ever met—or that over-educated new hire who asks great questions but can't do anything until you explain exactly how things work.

AI is a process amplifier. If your process is clear, AI scales it. If your process is vague or you're chasing hype instead of outcomes, AI will amplify waste, not value.

Need help separating viable AI opportunities from expensive distractions? Our 2026 Strategy Sessions can help →