There’s a growing narrative that AI is going to kill SaaS. You see it in headlines, investor conversations, and product strategy discussions.
I don’t think that’s what’s happening.
AI isn’t killing SaaS. It’s removing excuses.
For a long time, software benefited from friction. Features were difficult to build. Integrations were complex. Automation required real effort. That friction created a kind of natural moat. If something was hard enough to build, it became defensible by default.
AI changes that dynamic in a meaningful way.
The cost of building is dropping quickly. Features that once took months can now be created in days. Workflows that required manual effort can be automated with relatively little overhead. Entire categories of functionality are becoming easier to replicate.
When that happens, something else becomes more visible.
Clarity.
What does your product actually do for a customer? Not in a demo, and not in a roadmap presentation, but in reality. Why do customers choose you? What job are you solving? What makes your product meaningfully better than the alternatives?
If those answers aren’t clear, AI doesn’t fix the problem. It exposes it.
Because when everyone can ship similar capabilities, features stop being a differentiator. AI summaries, copilots, and recommendations quickly become table stakes. They are expected, not valued.
This is why so many products suddenly feel interchangeable. Not because AI made them worse, but because AI removed the friction that was masking weak positioning.
The companies that will win in this shift won’t be the ones that add the most AI. They’ll be the ones that have the clearest products.
Clear problem definition. Clear customer understanding. Clear value that is easy to explain and easy to experience.
AI amplifies whatever already exists. If a product is strong, it becomes stronger. If a product is unclear, that lack of clarity becomes much harder to hide.
AI isn’t rewriting the rules of what makes a product great.
It’s just making it impossible to ignore when those fundamentals aren’t there.