GLiNER2.5-Decide is a 340M parameter classification model that handles intent, routing, sentiment, and multi-label classification tasks in a single forward pass without prompt templates or generated tokens. Designed for operational decisions across customer service, banking, travel, and healthcare domains, it outperforms larger open models on a 17-domain held-out benchmark and can be loaded locally via AutoExtractor.