Gumloop, founded in 2023, builds workflows from nodes the way most automation tools do, but its node library treats AI reasoning as a first-class building block alongside traditional actions: a node can extract specific information from unstructured text, make a judgment call, or generate content, rather than only moving data between apps.
That AI-native node design targets a specific gap: ops and growth teams that want to automate work involving real judgment, categorizing support tickets by urgency, summarizing long documents, deciding which leads to prioritize, rather than purely mechanical, rule-based steps. A template marketplace covers common workflows so teams don't have to design every automation from a blank canvas.
There's no free plan, only a 14-day free trial, and the Pro plan starts at $37 a month with 20,000 credits included. For a team whose automation needs involve genuine judgment calls mixed in with mechanical steps, Gumloop's AI-native building blocks handle that combination more directly than platforms built primarily around basic trigger-action logic.
