Why scalable AI products are becoming critical for enterprise AI adoption and business growth

Scalability is commonly viewed as a concern for large enterprises, when in reality, it becomes critical much earlier. As businesses expand their use of AI products across teams and frameworks, scalability often determines whether an investment continues delivering value or creates new operational challenges. This focus on long-term impact is one of the reasons scalability remains a key evaluation criterion at the ET Most Innovative AI Product Awards 2026.