Bhavik Agarwal
2026
From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation
Bhavik Agarwal | Nidhi Bendre | Viktoria Rojkova
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 5: Industry Track)
Bhavik Agarwal | Nidhi Bendre | Viktoria Rojkova
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 5: Industry Track)
Agentic AI workflow converts noisy pharmaceutical batch records into validated JSON using hybrid OCR, vision–language and schema-guided LLMs, cutting QA review from hours to minutes while preserving GMP-critical structure.