
The widespread adoption of conversational AI is revealing a deep-seated vulnerability within the modern enterprise, where the promise of intelligent automation collides with the frustrating reality of customer interactions that lack context and understanding. While nearly two-thirds of companies are already deploying these advanced systems, their potential is being severely constrained by the very data foundations they rely on. Traditional










