Salesforce's AI Problem Is Everyone's AI Problem

When I was running integration projects in the early 2000s, we had customers who thought they could automate their way to zero headcount. They couldn't. But they could (and did) automate their way to needing different, fewer, more expensive people. The same thing's happening in software, just faster.

The uncomfortable truth is that a lot of what CRM software does, tracking contacts, logging interactions, generating reports, is exactly the kind of structured, repeatable work that AI handles well. Better than well, actually. I've seen demos of AI agents that can basically run a sales development pipeline without human intervention. It's impressive and, if you're Salesforce, sort of terrifying.

Now, it's too early to say whether this is a temporary adjustment or the start of something bigger. The enterprise software market's been remarkably resilient before. But the fact that even a slight miss is causing this much anxiety suggests the market's pricing in real disruption risk.

The Part Nobody Knows Yet

Here's what remains unclear to me: where does the value actually end up? In manufacturing, when we automated welding lines, the robot vendors captured some value, the integrators captured some, and the manufacturers captured most of it through lower costs. The workers, well, that's a longer conversation.

With AI eating into software? The value distribution's completely up for grabs. Maybe Salesforce pivots successfully to AI-native tools and keeps their moat. Maybe OpenAI or Anthropic or some startup nobody's heard of yet builds the next generation of enterprise software and Salesforce becomes the new Oracle (and not in a good way). Maybe the whole category of "CRM software" just sort of dissolves into a feature of whatever AI assistant everyone's using in five years.

I don't have an answer. I'm not sure anyone does. But I do know that when I see a company with Salesforce's market position putting out guidance that spooks investors this badly, something fundamental is shifting. The software industry's about to learn what manufacturing learned decades ago: automation doesn't care about your business model.

Aisha Patel · 11 hours ago · 8 min