Papers by Viktoria Rojkova
From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation (2026.eacl-industry)
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| Challenge: | Agentic AI workflow converts noisy pharmaceutical batch records into validated JSON preserving GMP-critical structure. |
| Approach: | They propose a workflow that transforms unstructured batch records into validated JSON using hybrid OCR, vision–language and schema-guided LLMs. |
| Outcome: | The proposed workflow cuts QA review time from hours to minutes while preserving key GMP-critical structure. |