
Gumloop began as a three-day experiment for people who could not install AutoGPT. Its co-founder turned that failed-agent lesson into a more useful idea: let AI make the judgments, and let people keep hold of the map.

After eighteen years moving between product, machine learning and the awkward business of getting software used, Luis Manrique is betting that an AI workload should become an asset - not a recurring rental.