This entrepreneur is developing agents that can plan ahead

Why it matters

Researchers are pushing AI agents from reactive responders toward systems that can plan multi-step actions ahead of time. If it matures, it moves marketing automation from single prompts toward agents that execute campaign workflows end to end. A signal worth tracking for anyone betting on agentic tooling in the stack.

The source