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Collinear is a post-deployment improvement layer for GenAI that detects hallucinations, alignment failures, and safety risks using AI judges—and fixes them with scalable data curation workflows. Enterprises use Collinear to improve model performance, ensure aligned outputs, and maintain reliability across real-world deployments.