
The staggering contradiction between a projected forty-seven billion dollar market valuation and a ninety percent pilot failure rate highlights the urgent necessity for a design-first approach in enterprise voice AI development. While the financial trajectory suggests an explosive transformation from a base of two point four billion dollars today, most initiatives currently stumble when moving from isolated testing to the










