How a Global Pharmaceutical Leader Achieved 80% Time Savings with Precision Compliance

The Challenge

Extracting pharmaceutical quality data from complex regulatory documents for Chemistry, Manufacturing, and Controls (CMC) submissions created a "Data Gridlock." Regulatory dossiers contain unstructured PDFs with high-density tables, technical specifications, and cross-referenced manufacturing parameters. Traditional RAG systems were designed for fuzzy text retrieval, not compliance precision. Subject matter experts spent weeks manually cross-referencing tables and applying conditional logic across conflicting data. Strict compliance requirements with aggressive timelines meant "close enough" was unacceptable.

The Solution

Corvic deployed a hybrid agentic model combining AI flexibility with RPA-style precision via the Intelligence Composition Platform. Smart Data Extraction using CAPA™ parses high-density tables and technical specifications while preserving industrial-grade precision and critical context. Automated Strategic Logic using ECoAA™ applies Explainable Chain of Adaptive Actions to execute conditional logic and cross-reference manufacturing parameters (pH, temperature) across documents with traceable reasoning. Structured Orchestration moves validated data into submission-ready spreadsheets, combining AI flexibility with RPA precision.

From Input to Impact

Despite very strict accuracy and compliance requirements, the platform delivered reliable results exactly when we needed them. The company moved from weeks per submission with brittle pipelines to real-time processing with explainable outputs — achieving 80% time savings and 5× throughput increase.