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Voice AI is exploding—everyone's building models, but few can deploy them in production. The bottleneck isn't innovation; it's implementation. Defense organizations and enterprises need voice AI to stay competitive, but moving from prototype to secure, scalable operations remains the hardest challenge.

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Łukasz Wójciak is the Vice President of Software Engineering of Meaning.

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