Legacy automation helped teams move faster, but it often struggles when the work includes exceptions, messy documents, and judgment calls.
Agentic workflows change the economics by combining language reasoning with tools, guardrails, and human review where needed.
The practical path is not to automate everything. Start with one high-volume workflow, define measurable success criteria, and ship with observability from day one.