If your AI is stuck in demos, the problem isn’t the model — it’s that you don’t have forward-deployed engineers.

Deeplumen's work on UCP for Java is part of a broader focus on M2AI infrastructure, helping brands compete on clarity, availability, and reliability. The company believes that as shopping becomes more ...