A wave of young companies is betting the next platform shift is software that acts, not just answers.
The pitch has evolved quickly: not a chatbot that talks, but a system that books, buys, files and follows up.
Reliability remains the hard part — an agent that is right ninety percent of the time can still be useless.
From chat to action
Investors, undeterred, are writing large cheques.
"The demo is easy. The last ten percent is the whole business."
Analysts point to a handful of forces driving the story forward:
- Tooling for planning and memory
- Guardrails to prevent costly mistakes
- A land grab for enterprise workflows
The winners will be decided less by intelligence than by trust.