AI isn't replacing workers.
AI isn't replacing workers. It's replacing what work even means.
Most people still frame AI as productivity software, or task-completing agents.
That framing is already outdated.
We are now seeing software do things humans cannot do at all.
Not faster. Not cheaper. Previously impossible.
You can feel this shift across the landscape: tools used in environments shaped by companies like Anduril Industries, Ginkgo Bioworks, Relativity Space, Hugging Face, and Midjourney are no longer just assisting people. They are closing loops that used to require entire organizations.
That breaks a core SaaS assumption:
Per-seat pricing stops making sense.
You price seats when usage is reversible. You don't price seats when software produces irreversible outcomes:
a design that exists a discovery that compounds a project that is simply done
Pricing moves from: access → outcomes subscriptions → commitments
This is not SaaS becoming services.
It's software quietly absorbing the services economy.
Services scaled with people. Now they scale with embedded intelligence.
The market impact won't be evenly distributed. It will concentrate around companies willing to own outcomes and price accordingly.
AI isn't commoditizing software.
It's redefining what software is allowed to charge for.