India, March 27 -- Voice AI is evolving, but one problem has remained constant, most systems begin conversations with zero context. With the launch of the SquadStack Humanoid Vision Agent, SquadStack.ai is attempting to fix that gap by introducing a system that understands user intent even before the first word is spoken. The move reflects a broader shift in how businesses are rethinking automated customer interactions.

The key difference lies in how conversations begin. Traditional voice AI agents rely on asking questions to gather context, often leading to repetitive exchanges and longer calls. The SquadStack Humanoid Vision Agent flips this model by analysing product images, listings, and seller data before initiating interaction.

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