Strands Decider

Amazon's internal ticketing system swapped Claude Sonnet 4.6 for Strands Decider, a decision model launched a month ago, achieving comparable labeling quality at 98% lower token cost and saving millions of dollars annually. The key insight is reframing open-ended text generation as a constrained decision problem over fixed labels, letting a specialized decision model replace a general-purpose LLM.