As organizations increasingly integrate generative AI and large language models (LLMs) into their daily workflows, software engineering pipelines, and customer-facing applications, a harsh financial reality has set in: running frontier models for every single task is prohibitively expensive. While state-of-the-art models deliver exceptional intelligence, reasoning, and coding capabilities, using them for routine or low-complexity operations […]

